{"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"},"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002245604,0.00006100248,0.000143416,0.0001016346,0.0001103013,0.00001046093,0.0002187876,0.0001717508,0.001137991],"category_scores_gemma":[0.000504419,0.00002980611,0.000103334,0.0001131103,0.0001444062,0.0002847702,0.00001480904,0.0001346916,0.00002943815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006196541,"about_ca_system_score_gemma":0.0001377262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012403,"about_ca_topic_score_gemma":0.000005739678,"domain_scores_codex":[0.9979777,0.0002793432,0.0005787553,0.00007072236,0.000947497,0.0001459254],"domain_scores_gemma":[0.9983065,0.0005929375,0.0005938362,0.000162064,0.0002126986,0.0001319681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008159929,0.0001444231,0.03101831,0.00007749246,0.0001168853,0.000007946891,0.0006734887,0.000003858404,0.009285641,0.09067265,0.05978346,0.8073999],"study_design_scores_gemma":[0.002990768,0.0003273107,0.9194188,0.0001379793,0.00002959812,0.00008606439,0.00008276146,0.00007866568,0.0007097216,0.0219813,0.05408669,0.00007040045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162133,0.001247199,0.00478784,0.07350526,0.002384973,0.0001013031,9.036907e-7,0.000008907939,0.001750298],"genre_scores_gemma":[0.9950353,0.001631901,0.00003572795,0.0002587615,0.001151395,7.512727e-7,6.353193e-7,0.00000809781,0.001877467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8884004,"threshold_uncertainty_score":0.9997751,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00577423,0.000031446,0.0001099723,0.000176329,0.00008035936,0.00001231461,0.0003734038,0.00007292153,0.0001588416],"category_scores_gemma":[0.001198176,0.00002153153,0.0000461549,0.001122031,0.0002098954,0.00006996854,0.00001983698,0.0002160798,0.000003595462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004273916,"about_ca_system_score_gemma":0.0001188672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005773025,"about_ca_topic_score_gemma":0.0002701392,"domain_scores_codex":[0.9966366,0.0003296925,0.0002342359,0.00003843957,0.00264414,0.0001169319],"domain_scores_gemma":[0.9991183,0.00041255,0.0001900346,0.00005449035,0.0001607582,0.00006385097],"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":[0.0002831651,0.0004304215,0.009051987,0.00007917821,0.0000966388,0.0004349257,0.2296616,0.002604373,0.0003056094,0.05348366,0.5356045,0.1679639],"study_design_scores_gemma":[0.002511781,0.0003400514,0.2303108,0.0006737931,0.00008398425,0.00001036847,0.3323318,0.006105935,0.0000581152,0.01634027,0.4111036,0.0001295026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425097,0.00005712592,0.0001558949,0.05566963,0.0004170662,0.00005939833,0.000002996081,0.000007481681,0.001120693],"genre_scores_gemma":[0.9977863,0.0006996313,0.000014823,0.0008918457,0.0004002083,2.767613e-7,0.00002020187,0.000002121481,0.0001846144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2212588,"threshold_uncertainty_score":0.2001244,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852181,0.0000705399,0.0001843298,0.0001005415,0.0001093344,0.00001694004,0.0002324091,0.0001106388,0.000336429],"category_scores_gemma":[0.00269883,0.00003408108,0.0001050818,0.0004702184,0.0001250225,0.000189305,0.00003282589,0.0005271453,0.000007305506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000999488,"about_ca_system_score_gemma":0.0001602158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006499576,"about_ca_topic_score_gemma":0.000001258205,"domain_scores_codex":[0.9972397,0.000121596,0.0006739435,0.00006756038,0.001786043,0.0001111237],"domain_scores_gemma":[0.9985001,0.0001064876,0.0006720452,0.0002292013,0.0004316909,0.00006046901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000276207,0.0002784261,0.01910623,0.0001494334,0.00009381238,0.000001102901,0.001802674,0.0002629014,0.00258206,0.008259675,0.03878857,0.9286475],"study_design_scores_gemma":[0.0007665722,0.00007708228,0.9598361,0.0006779597,0.0001114933,0.0001193245,0.001008272,0.02393189,0.001175248,0.006805375,0.005428013,0.00006265578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8692514,0.00008994801,0.00823036,0.1204973,0.0009209529,0.000277967,1.238688e-7,0.000006672834,0.0007252726],"genre_scores_gemma":[0.9941443,0.00000976691,0.001260056,0.002972537,0.001417944,0.000004009889,0.000004764596,0.000009417446,0.000177238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9407299,"threshold_uncertainty_score":0.3683662,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006902433,0.0001207597,0.0002837185,0.0001489888,0.0007135132,0.00003090394,0.0004070949,0.000128077,0.00009245003],"category_scores_gemma":[0.005308575,0.0000629848,0.00005243458,0.0007201281,0.0002067577,0.0005879891,0.00007046293,0.0009658767,0.00001925515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608121,"about_ca_system_score_gemma":0.005272758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125561,"about_ca_topic_score_gemma":0.01160885,"domain_scores_codex":[0.9952324,0.0009907114,0.0009492877,0.0001914534,0.002314195,0.0003219442],"domain_scores_gemma":[0.9950782,0.001447102,0.001851809,0.0003884519,0.0007802725,0.0004541785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001033537,0.00004928823,0.9355502,0.00005744235,0.00003047922,0.000003065661,0.01929531,0.00009297572,0.0009826085,0.0002479384,0.001549158,0.04203822],"study_design_scores_gemma":[0.0002730339,0.0001939601,0.986133,0.000423623,0.0000230793,0.000001205085,0.005000952,0.0003590995,0.0006187654,0.0004138437,0.006493515,0.00006597068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801522,0.00001604059,0.00004394665,0.0172906,0.001445994,0.0006012435,0.0000377688,0.000005317795,0.0004068193],"genre_scores_gemma":[0.9965358,0.00005105883,0.00002710555,0.002931667,0.0003252027,0.000002779202,0.000007407931,0.00001150192,0.0001074299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0505828,"threshold_uncertainty_score":0.9953285,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01142192,0.00009156368,0.0002813118,0.0001674382,0.000213305,0.00000469087,0.0002877972,0.0005427554,0.01404301],"category_scores_gemma":[0.008759712,0.00005181896,0.00009376396,0.0001665305,0.00009242601,0.000255678,0.00008164321,0.0005670948,0.000238646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296522,"about_ca_system_score_gemma":0.001197814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004114827,"about_ca_topic_score_gemma":0.0000967462,"domain_scores_codex":[0.9933735,0.001190508,0.001431174,0.0001260635,0.003564545,0.0003142555],"domain_scores_gemma":[0.9965877,0.001325584,0.0007649717,0.0001931559,0.0004188453,0.0007097661],"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":[0.0002002172,0.0001043278,0.00418118,0.000237997,0.00004984129,0.0000440969,0.0009125613,0.000002030912,0.0002416364,0.1553227,0.1246583,0.714045],"study_design_scores_gemma":[0.004822453,0.0003121802,0.2654465,0.005157893,0.00004288381,0.00005641282,0.0007907375,0.000853883,0.00007405483,0.05790545,0.6643475,0.0001900553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1735697,0.0001779147,0.2511485,0.5664713,0.003485108,0.000387686,0.000002155366,0.00005774015,0.004699917],"genre_scores_gemma":[0.9889143,0.0004367025,0.0004338792,0.004315178,0.002958103,0.000006912454,0.000003237465,0.00001450517,0.002917208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8153446,"threshold_uncertainty_score":0.9995899,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007662343,0.00005847785,0.0002483306,0.00008798415,0.0001096505,0.00001714008,0.000278638,0.0001138803,0.00006190046],"category_scores_gemma":[0.01035629,0.000033241,0.00003699357,0.0001145816,0.0002426742,0.0001635179,0.00003317676,0.0004852352,3.976279e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006577927,"about_ca_system_score_gemma":0.0004555041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001875851,"about_ca_topic_score_gemma":0.00001127849,"domain_scores_codex":[0.9972868,0.0001739784,0.0007311285,0.00008032397,0.001630766,0.00009700718],"domain_scores_gemma":[0.9979967,0.000254479,0.0009938042,0.0002909134,0.000407675,0.00005644773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003639547,0.001214853,0.1533246,0.0007481097,0.00007385942,0.00007307776,0.002629367,0.00001292163,0.008360943,0.5127829,0.007557671,0.3128577],"study_design_scores_gemma":[0.001210225,0.0001226853,0.9730209,0.001385245,0.00001580837,0.0001253169,0.0009557494,0.00220789,0.0001260266,0.02040212,0.0003950396,0.00003303058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8202782,0.00007514453,0.06980918,0.1083968,0.0005447038,0.0002341288,5.636148e-7,0.000002580537,0.0006586331],"genre_scores_gemma":[0.9821658,0.00010414,0.01686624,0.0006675032,0.0001461965,0.000004898835,0.000001828506,0.000003546517,0.00003989451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8196962,"threshold_uncertainty_score":0.9979799,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007061495,0.0005677015,0.003206866,0.0007751661,0.001655648,0.00003640298,0.0006179332,0.00112626,0.008035854],"category_scores_gemma":[0.008049749,0.0003762276,0.0009616648,0.001313326,0.00007236617,0.0001760673,0.00019836,0.005240949,0.0001002861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002460827,"about_ca_system_score_gemma":0.01431641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006724388,"about_ca_topic_score_gemma":0.00009131815,"domain_scores_codex":[0.9834532,0.006905318,0.00375123,0.0005157941,0.004570044,0.000804459],"domain_scores_gemma":[0.9897271,0.003835334,0.003346249,0.0005684571,0.0005321816,0.001990674],"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":[0.00002233877,0.0002439219,0.000003196929,0.02638859,0.0001393727,0.0002169124,0.001030329,8.721254e-7,9.799685e-8,0.001077919,0.05681742,0.914059],"study_design_scores_gemma":[0.0003186912,0.0003548204,0.0000174808,0.4529559,0.000196043,0.0001891268,0.0001225363,0.00001835105,9.610869e-9,0.0001421472,0.545539,0.0001459082],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006058664,0.9188476,0.0002781324,0.0747787,0.003367446,0.002104466,0.0003100965,0.00004666393,0.0002608754],"genre_scores_gemma":[0.00001366954,0.9724288,0.0002078465,0.02083376,0.004934967,0.0002792102,0.0005944245,0.0000898343,0.0006174912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9139131,"threshold_uncertainty_score":0.999869,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01145136,0.0002941655,0.003053648,0.0002635593,0.0002666634,0.00001562584,0.0002398482,0.0008840867,0.0004663299],"category_scores_gemma":[0.01984455,0.0002155913,0.0003606268,0.0003199783,0.0001107455,0.0002540389,0.0001107257,0.00211893,0.000003939132],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000774482,"about_ca_system_score_gemma":0.0076587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937162,"about_ca_topic_score_gemma":0.00005838135,"domain_scores_codex":[0.9908057,0.003045006,0.003888319,0.0003560576,0.001485829,0.0004190691],"domain_scores_gemma":[0.9900196,0.004307452,0.004223476,0.0003401052,0.000436824,0.0006725084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002343413,0.00006280814,0.00009743307,0.4670874,0.00004776512,0.00001453046,0.0005352793,3.225434e-8,3.201445e-8,0.0002740037,0.006678842,0.5251784],"study_design_scores_gemma":[0.0002989597,0.0001256984,0.0006768527,0.5377436,0.0002923626,0.00004061599,0.0002633412,0.000007773713,9.616592e-9,0.00003074945,0.4604277,0.00009237927],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001033195,0.978159,0.000470889,0.01683442,0.001646476,0.002734295,0.00001976126,0.00001427041,0.00001764747],"genre_scores_gemma":[0.0000397548,0.9961432,0.0003323976,0.0005724796,0.002384001,0.0001499509,0.0002432329,0.00004049067,0.00009445588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.525086,"threshold_uncertainty_score":0.9979669,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005618584,0.0002180757,0.0008459941,0.0001362771,0.0001784378,0.00001239449,0.000438601,0.0004890391,0.0008690815],"category_scores_gemma":[0.02031953,0.0001293404,0.0001125382,0.0005399304,0.000142663,0.0006528803,0.0001107952,0.002787408,0.00003078117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567622,"about_ca_system_score_gemma":0.0007717474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203135,"about_ca_topic_score_gemma":0.0005006823,"domain_scores_codex":[0.9904454,0.001767753,0.001871378,0.0003354862,0.005175767,0.0004042196],"domain_scores_gemma":[0.9928495,0.004040187,0.001725292,0.0002917798,0.0004622881,0.0006309337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00272152,0.003538728,0.883675,0.0007500848,0.0003513375,0.0002174185,0.04573882,0.0001415226,0.00004780238,0.0007074302,0.005937051,0.05617328],"study_design_scores_gemma":[0.003869867,0.002566465,0.9170433,0.003029266,0.0002573993,0.00001158027,0.0392373,0.00840526,0.00002423171,0.00006984965,0.02530917,0.0001763071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8513663,0.00003706006,0.0001620224,0.1456809,0.001117706,0.0006328283,9.397216e-7,0.00001433494,0.0009879131],"genre_scores_gemma":[0.9888324,0.0002870132,0.00007934959,0.004717311,0.005994847,0.00001364435,0.000005596519,0.00002292437,0.00004696687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1409636,"threshold_uncertainty_score":0.9995132,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0103205,0.0001559838,0.0005615145,0.0002201145,0.0005396415,0.00001010889,0.0002502439,0.0004061727,0.0009894526],"category_scores_gemma":[0.01130865,0.0001126495,0.00008040705,0.0003566916,0.0001502453,0.0002388329,0.0000477024,0.0009234389,0.00001570596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007759477,"about_ca_system_score_gemma":0.0009801246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004076657,"about_ca_topic_score_gemma":0.0001474677,"domain_scores_codex":[0.9922931,0.001464951,0.001984099,0.000177414,0.003541677,0.0005388026],"domain_scores_gemma":[0.994962,0.001154124,0.00175143,0.0002359752,0.001166627,0.0007298045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003247638,0.0002436896,0.436401,0.001070041,0.0002293725,0.00002860405,0.01609236,0.002520963,0.009068072,0.02377748,0.07443044,0.4328903],"study_design_scores_gemma":[0.009124834,0.0007614876,0.4887953,0.01049135,0.0002461646,0.00004543381,0.007151113,0.07508215,0.0001338827,0.01550776,0.3923264,0.0003341213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483613,0.0009705047,0.1295331,0.0117735,0.003800398,0.0004572832,0.000004132538,0.00006174865,0.00503808],"genre_scores_gemma":[0.9903665,0.0004371834,0.002279953,0.0008532709,0.005896894,0.000003203422,0.0000102603,0.00002583712,0.0001269612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4325562,"threshold_uncertainty_score":0.9999238,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006835202,0.00009504655,0.0003228317,0.00008136139,0.00006127905,0.00001490086,0.0000655088,0.00009822864,0.0003020573],"category_scores_gemma":[0.001163927,0.00006298589,0.00006841229,0.00009849385,0.0002287846,0.0002528028,0.00004140699,0.0002229628,0.000001302049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001781223,"about_ca_system_score_gemma":0.00009058734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003197692,"about_ca_topic_score_gemma":0.00000955434,"domain_scores_codex":[0.9985939,0.00009732613,0.0004288494,0.0001082074,0.0006502602,0.000121432],"domain_scores_gemma":[0.9985826,0.0005506754,0.0003634504,0.00008191474,0.0002073548,0.0002139918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007191398,0.001958968,0.3195156,0.003368977,0.00160423,0.00002786062,0.02121999,0.000008209524,0.0312462,0.0155891,0.01502839,0.583241],"study_design_scores_gemma":[0.01599076,0.004258827,0.7744216,0.008750679,0.0009069005,0.0006078476,0.002268951,0.05064852,0.01624586,0.002658312,0.1227602,0.0004815347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798646,0.001450543,0.0004358203,0.01696801,0.0003263271,0.0002176091,0.000005041017,0.000005908209,0.0007261555],"genre_scores_gemma":[0.9972517,0.0007149397,0.0007724948,0.0004185215,0.000646777,0.000001393176,0.00001069703,0.000009140755,0.00017432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5827596,"threshold_uncertainty_score":0.3307315,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01942037,0.00008140822,0.0002860241,0.0006421758,0.00009286096,0.00006618147,0.0003050133,0.0002186805,0.0004961545],"category_scores_gemma":[0.02023178,0.00005633751,0.00006854103,0.0008345882,0.0004028074,0.0005072767,0.00006907253,0.0002235488,0.000006352539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004680907,"about_ca_system_score_gemma":0.0009476827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624086,"about_ca_topic_score_gemma":0.00002586962,"domain_scores_codex":[0.9940453,0.0003437058,0.001299162,0.0001591744,0.004022498,0.0001301608],"domain_scores_gemma":[0.9936056,0.003531428,0.001010771,0.000269854,0.001397572,0.0001847478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005089268,0.0002002688,0.01408452,0.0002583705,0.00007074075,0.00002275602,0.01554571,0.001685499,0.004312753,0.2523586,0.04954942,0.6614025],"study_design_scores_gemma":[0.0004396226,0.0001097939,0.3063195,0.0003987995,0.00001652717,0.000060671,0.003445524,0.00705198,0.0001901143,0.6757419,0.006155678,0.00006993226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574294,0.0005463125,0.004844512,0.0354979,0.000942163,0.0001102038,0.000002842783,0.00001584285,0.0006108083],"genre_scores_gemma":[0.9956388,0.0009658022,0.0004954579,0.00007895666,0.0003038239,0.00000159014,0.000008093949,0.000007785564,0.002499665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6613325,"threshold_uncertainty_score":0.9880212,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006327237,0.0001068849,0.0004559133,0.000164078,0.0007710147,0.00001027548,0.000135116,0.0001663431,0.0008075461],"category_scores_gemma":[0.004841816,0.00006840909,0.00006481348,0.0003544687,0.0001652595,0.0002736424,0.00008155292,0.001129619,0.000001300997],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747849,"about_ca_system_score_gemma":0.01044964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06906037,"about_ca_topic_score_gemma":0.07289884,"domain_scores_codex":[0.9945705,0.002590549,0.001265831,0.0001577316,0.001034555,0.0003808532],"domain_scores_gemma":[0.9960341,0.00106894,0.0009457509,0.0002070388,0.0007485888,0.0009955934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001225417,0.000946401,0.04658985,0.01556514,0.0004479714,0.003561947,0.4737813,0.0003159613,0.0007219355,0.06550132,0.07877257,0.3125702],"study_design_scores_gemma":[0.005320472,0.0009562829,0.3089966,0.01407087,0.0002101135,0.00407465,0.5120071,0.003971031,0.0001562347,0.002281271,0.1474925,0.0004628625],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8086333,0.001930138,0.0005497441,0.1863977,0.002190677,0.0002419532,0.000008705359,0.000004491512,0.00004329143],"genre_scores_gemma":[0.9914277,0.0009092835,0.002321744,0.004078492,0.001201376,0.0000044166,0.00001161334,0.0000106904,0.00003474465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3121073,"threshold_uncertainty_score":0.9951602,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884872,0.0001429738,0.0007895477,0.0002222018,0.00005459011,0.00001222592,0.000228076,0.0002863976,0.0001016458],"category_scores_gemma":[0.005419719,0.0001193234,0.0001277962,0.000328323,0.0005112306,0.000162724,0.0000396486,0.0008915563,4.621538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000633449,"about_ca_system_score_gemma":0.0007366064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001055418,"about_ca_topic_score_gemma":0.000009505571,"domain_scores_codex":[0.9955038,0.00006517591,0.001536095,0.000162326,0.002536202,0.0001963657],"domain_scores_gemma":[0.9962124,0.0003120583,0.001681032,0.0002269016,0.0014061,0.0001615134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000808437,0.00376715,0.04668,0.00111752,0.0003509326,0.00001688895,0.003918845,0.000005844578,0.04136207,0.008145995,0.01209859,0.8817278],"study_design_scores_gemma":[0.004803644,0.002183401,0.9221215,0.002451054,0.0003245595,0.00007919395,0.0008406102,0.05655266,0.003857676,0.00188772,0.004695548,0.0002024044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952934,0.00003587003,0.03034519,0.01509182,0.001174606,0.0003095727,0.00001240916,0.000009880522,0.00008663155],"genre_scores_gemma":[0.9839933,0.00006704719,0.01472441,0.0003648868,0.0007247758,0.00000792299,0.00006282865,0.00001991814,0.00003491706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8815253,"threshold_uncertainty_score":0.6488302,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004296449,0.0001094449,0.0003263937,0.00005569316,0.0004911156,0.00001809334,0.000262322,0.0003245711,0.001095465],"category_scores_gemma":[0.03616454,0.00006659323,0.0001617055,0.0002503046,0.00006417514,0.0001813757,0.00007547808,0.0007389475,0.000003749378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863052,"about_ca_system_score_gemma":0.001316087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003308357,"about_ca_topic_score_gemma":0.0003424716,"domain_scores_codex":[0.9960522,0.00101306,0.0008127882,0.0001667688,0.001639169,0.0003160155],"domain_scores_gemma":[0.9943048,0.003248889,0.000911065,0.0002822574,0.000897027,0.0003560033],"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":[0.001531056,0.001118851,0.08833019,0.002464456,0.0009780439,0.0002681417,0.09472252,0.0001671625,0.004253148,0.02548442,0.6162262,0.1644558],"study_design_scores_gemma":[0.004828821,0.0004620003,0.09236042,0.002860628,0.0003202537,0.0002577025,0.1103279,0.003381227,0.001069873,0.0212738,0.7625386,0.0003188284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6904814,0.0003708083,0.003952828,0.3028792,0.001744993,0.0003798962,0.000002658374,0.00001983864,0.000168468],"genre_scores_gemma":[0.9931796,0.0000802108,0.0007985643,0.001355381,0.002839073,0.00002884382,0.00001156134,0.00001748633,0.001689324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3026982,"threshold_uncertainty_score":0.9998177,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008490139,0.00006929263,0.0001794744,0.00007826142,0.0003751971,0.000006273369,0.0003398963,0.00007801202,0.002107212],"category_scores_gemma":[0.02537622,0.00004685575,0.00002075377,0.000251072,0.00003047041,0.0001055735,0.0002271317,0.001359971,0.000003121887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147502,"about_ca_system_score_gemma":0.004141424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2090985,"about_ca_topic_score_gemma":0.3117079,"domain_scores_codex":[0.9935942,0.001482065,0.0008930207,0.0001023936,0.003678632,0.0002496375],"domain_scores_gemma":[0.9929737,0.005794345,0.0004825507,0.00008678542,0.0002530897,0.0004095115],"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":[0.001713667,0.0002352961,0.25646,0.000293415,0.0001198933,0.0008646353,0.04399503,0.002727119,0.00003525968,0.0144428,0.4013043,0.2778085],"study_design_scores_gemma":[0.002171299,0.0002446867,0.2499553,0.001412282,0.00002004494,0.0004413335,0.1336335,0.0178198,0.000001028325,0.002037728,0.5921167,0.0001462922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6285617,0.0004148349,0.0002227344,0.3683497,0.001535215,0.0002228969,0.00000656666,0.00000437523,0.0006819231],"genre_scores_gemma":[0.9889801,0.0001421204,0.0004347027,0.00986468,0.0004157113,0.00001752761,0.000005221305,0.000006506028,0.0001334458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3604183,"threshold_uncertainty_score":0.998805,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003013271,0.0001948024,0.0005640552,0.0003058941,0.0003163938,0.00001804684,0.0004128371,0.0003506136,0.01590883],"category_scores_gemma":[0.005234652,0.0001247677,0.0001383805,0.0005671,0.00008442714,0.000402601,0.00008833801,0.001080232,0.0001872012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005178078,"about_ca_system_score_gemma":0.0005992144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009076149,"about_ca_topic_score_gemma":0.0001290365,"domain_scores_codex":[0.9945975,0.0006313863,0.001291454,0.00017371,0.002456913,0.0008490664],"domain_scores_gemma":[0.9953325,0.0008284521,0.0009226417,0.000235176,0.0006807643,0.002000407],"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":[0.0002939218,0.00006479257,0.07775195,0.0001961935,0.00008413756,0.00006047453,0.005825492,0.0003505441,0.0003158777,0.00117922,0.7117776,0.2020998],"study_design_scores_gemma":[0.00225038,0.0007501389,0.9005465,0.006898335,0.00005266679,0.00006649544,0.001928476,0.004911876,0.00001056302,0.004240732,0.07815762,0.0001862098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7368118,0.0007702444,0.0301597,0.2277614,0.001953665,0.0009161297,0.000001925349,0.00004857976,0.001576578],"genre_scores_gemma":[0.985837,0.0001226455,0.002974254,0.005435523,0.003786636,0.00001434037,0.000006704562,0.00002673645,0.001796175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8227946,"threshold_uncertainty_score":0.9849908,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007863007,0.0002798408,0.0007210951,0.0003864779,0.0002696498,0.00001935941,0.0005808746,0.0009210737,0.002653218],"category_scores_gemma":[0.05709642,0.0001864359,0.0001863202,0.000599437,0.0008171125,0.0002558632,0.0001424729,0.001430677,0.000004964942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287402,"about_ca_system_score_gemma":0.01294221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000109261,"about_ca_topic_score_gemma":0.0000219563,"domain_scores_codex":[0.9874856,0.0003452394,0.002540916,0.0003358665,0.00892394,0.0003684218],"domain_scores_gemma":[0.9941115,0.0006346163,0.001542997,0.0003956479,0.002308088,0.001007195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006254393,0.003561959,0.03989197,0.0005160188,0.0002091391,0.00001982014,0.005616622,0.00000109719,0.0001831166,0.009602544,0.2179936,0.7217786],"study_design_scores_gemma":[0.01329424,0.0007680568,0.6310188,0.03433653,0.0003188628,0.004993876,0.00288412,0.004979077,0.001231885,0.001782957,0.3038225,0.0005690717],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737779,0.000509319,0.002332452,0.1171266,0.004988447,0.0007904537,0.000001409463,0.00002237728,0.0004510855],"genre_scores_gemma":[0.9766971,0.0002542892,0.004071385,0.0148196,0.002408122,0.00008160676,0.00006951802,0.00004513243,0.00155323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7212096,"threshold_uncertainty_score":0.9982585,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003108433,0.0001749971,0.0005052959,0.0007091083,0.00007050296,0.00003629455,0.0002106388,0.0003391175,0.0002430134],"category_scores_gemma":[0.003149593,0.0001289722,0.0000638159,0.001530121,0.0001780056,0.0004655127,0.00002119442,0.001567733,0.000009183084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004502445,"about_ca_system_score_gemma":0.003220127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004920343,"about_ca_topic_score_gemma":0.008361075,"domain_scores_codex":[0.9941649,0.0001624797,0.001046129,0.000242438,0.004098818,0.0002852355],"domain_scores_gemma":[0.9978977,0.0003196427,0.0004439709,0.0002523616,0.0007790381,0.0003072883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008775802,0.002627249,0.1781247,0.0005597383,0.0008921557,0.001287373,0.02173904,0.0005049069,0.0001332908,0.002011837,0.01433402,0.7769081],"study_design_scores_gemma":[0.002281836,0.001351692,0.9304555,0.007981488,0.0004546118,0.0009561863,0.01054347,0.03394062,0.0000188724,0.00003177315,0.01181896,0.0001649469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971593,0.0003960552,0.0003692495,0.0241347,0.001536282,0.0004595817,4.730051e-7,0.00001185077,0.001498796],"genre_scores_gemma":[0.9953105,0.0002637272,0.0005667783,0.001780904,0.001927694,0.000008424084,0.0000125937,0.00003120333,0.00009810748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7767432,"threshold_uncertainty_score":0.743812,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003680823,0.0001083268,0.0003443569,0.0002422105,0.0002783393,0.000005225169,0.0002529066,0.0003337013,0.0005763801],"category_scores_gemma":[0.001569723,0.00008313837,0.00005920831,0.000596777,0.00003280644,0.0002403073,0.00005324479,0.0005782823,0.00001303334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005766116,"about_ca_system_score_gemma":0.003780984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02662737,"about_ca_topic_score_gemma":0.2036236,"domain_scores_codex":[0.9958194,0.0003492497,0.001315669,0.0001385542,0.001903729,0.0004733659],"domain_scores_gemma":[0.9968352,0.001552537,0.0007086276,0.0001279,0.0004323551,0.0003434023],"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":[0.0009419551,0.0001178062,0.09785011,0.001351443,0.00004673117,0.00007225357,0.002390026,0.01354079,0.00005838299,0.06912558,0.7985555,0.01594944],"study_design_scores_gemma":[0.003787162,0.0001249922,0.5001829,0.005837527,0.00002423026,0.00001792081,0.001901906,0.2456503,0.00000787094,0.06034859,0.181928,0.0001885772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235547,0.0002988403,0.002553643,0.06481861,0.006422419,0.001108909,0.000008788377,0.00004940009,0.001184709],"genre_scores_gemma":[0.9921738,0.0001110399,0.0003812003,0.0008767523,0.001447146,0.00003828462,0.00005028612,0.00001881595,0.004902694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6166275,"threshold_uncertainty_score":0.9798544,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005937546,0.0001309045,0.000436696,0.00009155382,0.0003050192,0.00001829925,0.0001912703,0.0006633491,0.006075478],"category_scores_gemma":[0.02686085,0.0001015626,0.00008570652,0.0002375102,0.0001630834,0.0004157399,0.0001258882,0.001489131,0.00002694802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189984,"about_ca_system_score_gemma":0.0009361223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002410767,"about_ca_topic_score_gemma":0.00004166879,"domain_scores_codex":[0.9930369,0.001338912,0.001269093,0.0002143102,0.00384066,0.0003001344],"domain_scores_gemma":[0.9952515,0.002382787,0.0008401661,0.0002091542,0.0007598677,0.0005565329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004730051,0.001427809,0.1749692,0.001636463,0.0002616042,0.0002547609,0.03130971,0.0000146689,0.0006629064,0.04791814,0.08240364,0.6586681],"study_design_scores_gemma":[0.006536159,0.0004806935,0.6651871,0.007084789,0.0002147825,0.0001058693,0.00821479,0.009518401,0.000236135,0.04299745,0.2590349,0.000388866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8596734,0.0006335502,0.005280119,0.1313619,0.001561204,0.0001965227,0.000001553961,0.0000285378,0.001263157],"genre_scores_gemma":[0.9904837,0.0007188916,0.0008573439,0.004476997,0.002649036,0.000004398947,0.00003252571,0.00001829829,0.0007588177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6582792,"threshold_uncertainty_score":0.9948331,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03501101,0.0001724099,0.0004860819,0.000309933,0.006951291,0.00003600973,0.0008931446,0.0003453726,0.003485512],"category_scores_gemma":[0.01074846,0.0001236373,0.00009805425,0.0005178553,0.0002179597,0.0003280969,0.02296737,0.003223667,0.000007173916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880511,"about_ca_system_score_gemma":0.005112422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631889,"about_ca_topic_score_gemma":0.0005542374,"domain_scores_codex":[0.9858204,0.003415168,0.001940617,0.0002532529,0.007736214,0.0008344184],"domain_scores_gemma":[0.9934825,0.003769062,0.001273621,0.000258413,0.0002746259,0.0009418296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001262098,0.00119994,0.004229467,0.0005357235,0.00003985116,0.0001166333,0.08901389,0.0002265594,0.000008258547,0.3029981,0.186279,0.4140905],"study_design_scores_gemma":[0.006104249,0.00314277,0.09890639,0.00256491,0.00004059634,0.000416772,0.0162389,0.01335455,0.000005566187,0.811968,0.04692871,0.0003286053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1371765,0.0002548221,0.002548,0.8516951,0.002829628,0.0005630888,0.0000116302,0.00002293289,0.004898341],"genre_scores_gemma":[0.9520777,0.0001776428,0.00009976975,0.04500383,0.002522693,0.00002047613,0.00001338953,0.00001704507,0.00006749751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8149012,"threshold_uncertainty_score":0.9990759,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003641424,0.00008990108,0.0004772986,0.00005699561,0.0004445285,0.000003849595,0.0001037058,0.0000504608,0.00003541374],"category_scores_gemma":[0.002657874,0.00005510581,0.0000609978,0.0001987321,0.00007926788,0.00009756257,0.00006458641,0.0005279446,1.599711e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869546,"about_ca_system_score_gemma":0.00150039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001078448,"about_ca_topic_score_gemma":0.0001481951,"domain_scores_codex":[0.9959198,0.001216974,0.001031286,0.0001283404,0.00149089,0.0002126611],"domain_scores_gemma":[0.9944927,0.002359327,0.001636392,0.00008281791,0.00128631,0.0001424875],"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":[0.003306671,0.005037114,0.03678212,0.00383626,0.0004637005,0.000007307535,0.1312787,0.00007073843,0.004792226,0.0005460774,0.0006877466,0.8131913],"study_design_scores_gemma":[0.01950451,0.02635035,0.3601202,0.05114152,0.0003800285,0.00003303524,0.4726187,0.06387988,0.00100307,0.004641958,0.00007295417,0.0002537792],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824062,0.0007660096,0.003649149,0.01194277,0.000265381,0.0009358154,0.00001904039,0.000003569744,0.00001209142],"genre_scores_gemma":[0.9985791,0.00006070818,0.0002960984,0.0004781565,0.0005000836,0.00003430209,0.000007812218,0.00001169145,0.00003204706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8129375,"threshold_uncertainty_score":0.3418999,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004492161,0.0001356338,0.0004840085,0.000129801,0.00004552371,0.00001472033,0.00008260628,0.0001354632,0.0003175079],"category_scores_gemma":[0.0006254819,0.0001025132,0.0001479564,0.0002634685,0.00007403297,0.00009676089,0.0000536244,0.0002319978,0.000002535497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006009798,"about_ca_system_score_gemma":0.0006724421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002467815,"about_ca_topic_score_gemma":0.00001194192,"domain_scores_codex":[0.9978983,0.0001127724,0.0006578793,0.0001683979,0.0009988669,0.0001637583],"domain_scores_gemma":[0.99874,0.0001501396,0.0003153194,0.0001633236,0.0003658793,0.0002653212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002966697,0.006996719,0.1565111,0.002833692,0.003991481,0.0009444115,0.06811022,0.0005126785,0.1967608,0.007983292,0.0266474,0.5257415],"study_design_scores_gemma":[0.01352804,0.001250918,0.9076245,0.00850473,0.0007000763,0.0008571761,0.01687877,0.004952255,0.03486149,0.002161932,0.008338963,0.0003411674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812716,0.002825891,0.0009203876,0.01432188,0.0002428045,0.0002809131,0.00001818648,0.00001288528,0.000105454],"genre_scores_gemma":[0.9956973,0.000426277,0.002946586,0.0002212458,0.0001630983,0.000004426711,0.00012124,0.00002004941,0.0003998211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7511134,"threshold_uncertainty_score":0.4180366,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003130184,0.00002292613,0.00006129469,0.00006421813,0.0001081309,0.00003169239,0.0003936813,0.00008309085,0.006151994],"category_scores_gemma":[0.001901569,0.0000187576,0.0000378658,0.00009889592,0.0003567277,0.0001870195,0.00002687962,0.0001098473,0.00002954628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006233434,"about_ca_system_score_gemma":0.0002010155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005946213,"about_ca_topic_score_gemma":0.00005447433,"domain_scores_codex":[0.9968973,0.00006601177,0.0001605833,0.00003521018,0.00276733,0.00007352333],"domain_scores_gemma":[0.9992025,0.0000638483,0.0001277509,0.00003209721,0.00040579,0.0001679826],"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":[0.0001250887,0.0001061276,0.009055998,0.000005005058,0.00007657818,0.00005132709,0.01667922,0.000002935801,0.0001294563,0.1508554,0.3617519,0.4611609],"study_design_scores_gemma":[0.0004224779,0.00007951759,0.01530069,0.00007063097,0.00001167875,0.00001228091,0.002796884,0.0001137738,0.0000378099,0.005106759,0.9760193,0.00002822368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3723647,0.0001273319,0.03267811,0.2752132,0.01273879,0.00008311022,0.000001158961,0.00003053003,0.306763],"genre_scores_gemma":[0.9910303,0.0001336544,0.0003112864,0.001119002,0.006222884,6.287022e-8,7.889772e-7,0.000001518263,0.001180543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6186655,"threshold_uncertainty_score":0.9947565,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01334751,0.0001219485,0.0004797798,0.0002855544,0.0001532196,0.000009579091,0.0003019599,0.0003654639,0.001406699],"category_scores_gemma":[0.008506496,0.0000936386,0.00007729267,0.0002433065,0.00006179651,0.0003556627,0.00002882831,0.001824113,0.000005207065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134629,"about_ca_system_score_gemma":0.000601984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002126531,"about_ca_topic_score_gemma":0.0002326811,"domain_scores_codex":[0.9934818,0.002441649,0.001506117,0.0001636768,0.002110535,0.000296284],"domain_scores_gemma":[0.9962895,0.001852628,0.00070492,0.0002811444,0.0002889228,0.0005828805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008634721,0.006428044,0.64741,0.000516256,0.00006695243,0.0003383686,0.01859635,0.0006425998,0.02850286,0.01621803,0.01241871,0.2679983],"study_design_scores_gemma":[0.001541908,0.001194311,0.9813715,0.0007235174,0.00005180428,0.00001071389,0.004461261,0.00174254,0.0001048589,0.001944432,0.00675585,0.00009727087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725231,0.00006316179,0.004818679,0.0211239,0.0004016932,0.0004233061,0.000002583481,0.0000104611,0.0006331205],"genre_scores_gemma":[0.9940048,0.00002688975,0.004136247,0.0009862176,0.000718379,0.000009982256,0.00000952075,0.00000935337,0.00009858481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3339615,"threshold_uncertainty_score":0.9998453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285581289","doi":"10.30770/2572-1852-106.4.4","title":"News &amp; 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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006524578,0.00005977158,0.0002052356,0.00008172286,0.00004347531,0.00002176114,0.0001308773,0.0001183607,0.001612734],"category_scores_gemma":[0.001943136,0.00005268167,0.00009487369,0.0001639178,0.00002818776,0.0002096807,0.0000216049,0.0001743041,0.0002431055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117414,"about_ca_system_score_gemma":0.0000542728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001131203,"about_ca_topic_score_gemma":0.000002964061,"domain_scores_codex":[0.9988561,0.00002174595,0.0006795137,0.00009547226,0.0002658466,0.00008127244],"domain_scores_gemma":[0.9989083,0.0001480152,0.0005995967,0.00005726241,0.0000889249,0.0001979474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004680352,0.0001870939,0.1857154,0.000100309,0.0001214917,0.00001451308,0.001792027,0.002501542,0.0007372785,0.701584,0.0435211,0.06325715],"study_design_scores_gemma":[0.001317442,0.0001506771,0.4687492,0.0001331553,0.00001137123,0.00004016229,0.00003002754,0.01646993,0.0001564998,0.2002331,0.3125097,0.0001987134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6259845,0.001267781,0.1519135,0.2160086,0.001198345,0.00009749147,0.0000125069,0.00002249747,0.003494714],"genre_scores_gemma":[0.9939117,0.00004979486,0.002840095,0.001847813,0.001201018,3.014467e-7,0.00001277223,0.000007414042,0.0001290969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013509,"threshold_uncertainty_score":0.9992999,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01707429,0.0001451276,0.0005673984,0.000198818,0.0001362923,0.00001706519,0.0001527213,0.0004331076,0.001443844],"category_scores_gemma":[0.0300113,0.0001102582,0.0000969183,0.0006511523,0.0001264158,0.0004804831,0.0000230833,0.00109705,0.000004176199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976561,"about_ca_system_score_gemma":0.0007547738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000268725,"about_ca_topic_score_gemma":0.0002123207,"domain_scores_codex":[0.9928363,0.001773077,0.002009982,0.0002488401,0.002886249,0.0002455844],"domain_scores_gemma":[0.9943644,0.002952777,0.001295516,0.0001828511,0.0009471684,0.0002572827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002828081,0.001138187,0.318552,0.04499215,0.0003903141,0.00004786261,0.01280788,0.001136774,0.009722033,0.02237597,0.2060961,0.3799126],"study_design_scores_gemma":[0.003167974,0.00036553,0.8226335,0.0579273,0.000240847,0.0000278917,0.001334795,0.04185816,0.0009174462,0.004217592,0.0669796,0.0003293761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130689,0.009044792,0.01134966,0.06505356,0.0006598491,0.0005358109,0.0000105576,0.00003640575,0.0002404961],"genre_scores_gemma":[0.9947807,0.003835313,0.0004555744,0.0003556116,0.0002781973,0.00001148793,0.00002613214,0.00001481292,0.0002421553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5040815,"threshold_uncertainty_score":0.999469,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001260354,0.00008434699,0.0003326033,0.0002281868,0.00003452854,0.000004976521,0.0001186944,0.0001260246,0.001603107],"category_scores_gemma":[0.002558158,0.00004790951,0.0001161493,0.0002694002,0.0001673091,0.0001148309,0.00002391445,0.000233004,0.000002281067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433329,"about_ca_system_score_gemma":0.001155831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000121669,"about_ca_topic_score_gemma":2.296891e-7,"domain_scores_codex":[0.9958016,0.00008250613,0.0009772276,0.00009037338,0.00292512,0.0001231773],"domain_scores_gemma":[0.9972115,0.0001393529,0.0006823922,0.0001589365,0.001647677,0.0001601959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003053515,0.0003410009,0.00824351,0.0002315225,0.0001301861,0.00003461831,0.001098121,0.000008668652,0.01803036,0.004228777,0.01375878,0.9535891],"study_design_scores_gemma":[0.0648062,0.01309134,0.5149949,0.01863535,0.001538986,0.003720776,0.01115439,0.00832149,0.09163345,0.009741087,0.2613809,0.0009811837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047921,0.0002113178,0.08352302,0.009312248,0.00105764,0.000184895,0.000004605713,0.00001048699,0.0009037412],"genre_scores_gemma":[0.9850101,0.0001283426,0.01405247,0.0003377296,0.0004071215,0.000002946857,0.000008353119,0.00000971704,0.00004318497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9526079,"threshold_uncertainty_score":0.9993095,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005779185,0.00006818758,0.000145844,0.0001421742,0.0003177933,0.00004677911,0.0004067493,0.0001794057,0.0005063494],"category_scores_gemma":[0.002186314,0.00004163505,0.00007928458,0.0009031664,0.0002305592,0.0004960685,0.00002568384,0.000315084,0.000002392622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454859,"about_ca_system_score_gemma":0.004845491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07520042,"about_ca_topic_score_gemma":0.3808954,"domain_scores_codex":[0.9963793,0.00038112,0.0005908037,0.0001154956,0.00229562,0.0002377306],"domain_scores_gemma":[0.9986746,0.0004559634,0.000385211,0.00007186204,0.0002032417,0.0002090677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000645629,0.0001638376,0.09087937,0.0002262437,0.00007066335,0.00004704621,0.1278886,0.0004668052,0.0006503724,0.4218328,0.05182688,0.3058828],"study_design_scores_gemma":[0.0003471189,0.00009944184,0.8659032,0.003057051,0.00003292995,0.00001533256,0.02102443,0.02070054,0.00009292612,0.05497468,0.03356967,0.0001826479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769798,0.001292944,0.0005169369,0.1127571,0.004339296,0.0004292988,0.00000246972,0.00002327289,0.003658819],"genre_scores_gemma":[0.9978807,0.0001834555,0.0002396126,0.00006569797,0.0007787563,0.000004527368,5.380253e-7,0.000004813149,0.0008418966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7750239,"threshold_uncertainty_score":0.9309579,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007602022,0.0001171113,0.0003396213,0.0002554144,0.00009670113,0.0001517617,0.0004198544,0.000176731,0.0007363385],"category_scores_gemma":[0.0005505629,0.00006880856,0.0001768582,0.0003030521,0.0001478699,0.000515677,0.000100241,0.0003195455,0.00006340164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339327,"about_ca_system_score_gemma":0.00008169707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002670434,"about_ca_topic_score_gemma":0.00008981073,"domain_scores_codex":[0.9982261,0.00007461058,0.001065109,0.0001631908,0.0002342355,0.0002367487],"domain_scores_gemma":[0.9984062,0.0005826778,0.0005308376,0.0002724041,0.00005592696,0.0001519001],"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":[0.005753708,0.0003143525,0.001701247,0.0008680489,0.0005679898,0.00008535932,0.0649159,0.001272809,0.0002410267,0.6792056,0.0823475,0.1627265],"study_design_scores_gemma":[0.001176236,0.0006662086,0.03465213,0.001764102,0.00007390279,0.0002882548,0.004186906,0.03969154,0.0001915049,0.05473606,0.8622217,0.0003514204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4970033,0.007200386,0.001073465,0.4911174,0.00255639,0.0004250207,0.0000730828,0.00001849173,0.0005323737],"genre_scores_gemma":[0.9803529,0.01215059,0.0002517485,0.004824127,0.001864249,0.00002562489,0.000005770543,0.00003669116,0.000488345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7798742,"threshold_uncertainty_score":0.806239,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0115476,0.0001065711,0.0002987173,0.0002100987,0.00008519768,0.000007978233,0.000334552,0.0002598188,0.001336791],"category_scores_gemma":[0.0265306,0.00005649513,0.0001743115,0.0007270831,0.0004100689,0.00007926852,0.00003459594,0.0006414023,0.000003448933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888263,"about_ca_system_score_gemma":0.005024832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004092949,"about_ca_topic_score_gemma":0.0000200661,"domain_scores_codex":[0.9890549,0.0004228324,0.001574822,0.0001155302,0.008711079,0.0001208535],"domain_scores_gemma":[0.9949586,0.000319161,0.001753133,0.0004424511,0.002433711,0.00009296149],"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":[0.0002375524,0.002340091,0.01313296,0.0001326516,0.0001358165,0.0000124624,0.0002859932,0.000219308,0.0005774568,0.182043,0.4781636,0.3227191],"study_design_scores_gemma":[0.00411365,0.000491025,0.7819605,0.003916722,0.0008476753,0.002343518,0.0005802449,0.01655668,0.005473743,0.1473365,0.03620072,0.0001790785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7352544,0.00008930308,0.001417912,0.2545697,0.002546314,0.0003795984,5.197296e-7,0.000004454724,0.005737817],"genre_scores_gemma":[0.9936861,0.00002024891,0.0004067657,0.001065421,0.004478503,0.000007420094,0.00002030539,0.00001166809,0.0003035209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7688275,"threshold_uncertainty_score":0.9995762,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005062643,0.00005366048,0.0001466994,0.00003354658,0.000128799,0.0000188761,0.000237161,0.0002448302,0.01372858],"category_scores_gemma":[0.01293349,0.0000255512,0.00007681819,0.0001313513,0.00007368826,0.0001991663,0.00004051988,0.001305376,0.0003393088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006527919,"about_ca_system_score_gemma":0.0006742011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113057,"about_ca_topic_score_gemma":0.00001629181,"domain_scores_codex":[0.9968825,0.0005928083,0.0006279647,0.00007627642,0.001682049,0.0001383887],"domain_scores_gemma":[0.9915382,0.007756804,0.0001977788,0.0001311798,0.000153942,0.0002221214],"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":[0.00003510553,0.00002159398,0.0008019837,0.00005481388,0.00003379958,0.00002121887,0.002950929,9.923569e-7,0.00004787195,0.005802815,0.9616501,0.02857878],"study_design_scores_gemma":[0.0002162144,0.00004284061,0.01073719,0.001085619,0.0000441909,0.000005293378,0.001908051,0.001551001,0.000006176804,0.01723157,0.9671435,0.00002837788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1594438,0.002320436,0.01003159,0.7883664,0.0381213,0.000171329,0.000003827824,0.00003877393,0.001502593],"genre_scores_gemma":[0.8555812,0.0002745099,0.0002700027,0.003050468,0.1398686,0.000004126642,0.000005304514,0.00001044182,0.0009353471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7853159,"threshold_uncertainty_score":0.995381,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002433914,0.00006141257,0.0001501982,0.0001462121,0.00009879327,0.00001553678,0.0002378773,0.0002367796,0.01025232],"category_scores_gemma":[0.001231752,0.00004422393,0.00007281618,0.0001809632,0.00003652317,0.000216501,0.00004752346,0.0007589615,0.000263698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775489,"about_ca_system_score_gemma":0.000600015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002690028,"about_ca_topic_score_gemma":0.00001024283,"domain_scores_codex":[0.9971503,0.0001874892,0.0007947688,0.00008156173,0.00159405,0.0001918162],"domain_scores_gemma":[0.9986352,0.0005297011,0.000223048,0.0000747434,0.0002681704,0.0002691233],"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":[0.0001364598,0.00005013181,0.006453669,0.0003320299,0.00008698339,0.0001694793,0.002273176,0.000047086,0.0001038823,0.104769,0.6375873,0.2479908],"study_design_scores_gemma":[0.0003675075,0.00004993477,0.0129608,0.002702545,0.00001287327,0.00006044349,0.000331167,0.006557626,0.00000690205,0.007703902,0.9692044,0.00004193933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3704858,0.006078221,0.0500518,0.4257852,0.04723883,0.0005547242,0.000009633743,0.0002434447,0.09955236],"genre_scores_gemma":[0.9866415,0.0007613589,0.0008300954,0.001659409,0.005605223,0.000003088716,0.000007399156,0.0000149221,0.004476952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6161558,"threshold_uncertainty_score":0.9906524,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01388821,0.0000355819,0.0001035299,0.00009497182,0.00007593752,0.00009248062,0.0005400397,0.00006495454,0.006192244],"category_scores_gemma":[0.00929523,0.00001588736,0.00007431546,0.0005360233,0.0000443681,0.0002405195,0.0000439293,0.000169268,0.0005643674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002298312,"about_ca_system_score_gemma":0.0002954751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007080429,"about_ca_topic_score_gemma":0.000009786508,"domain_scores_codex":[0.9922239,0.0002103964,0.0005952431,0.00006616276,0.006830561,0.00007378513],"domain_scores_gemma":[0.9963636,0.002607724,0.000379096,0.000162491,0.0003806771,0.0001064153],"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":[0.00001286903,0.000008543088,0.00331745,2.681052e-7,0.000007069513,0.000002496128,0.0004849554,0.0003309032,0.0000589054,0.00073026,0.8522199,0.1428263],"study_design_scores_gemma":[0.0003767065,0.00004076948,0.3766799,0.00003315221,0.00000716867,0.000005503913,0.0009229216,0.05974563,0.00005070783,0.06629692,0.4958122,0.00002843634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6754714,0.00009192415,0.01657592,0.2900341,0.01666133,0.00007336411,0.000002838523,0.00001728752,0.001071835],"genre_scores_gemma":[0.9789784,0.00006393012,0.0001657216,0.0008603153,0.01900095,8.204401e-7,0.000003394778,0.000002999755,0.0009234477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3733624,"threshold_uncertainty_score":0.9990499,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339797,0.00006038913,0.0001464106,0.0003164397,0.00005123528,0.00003218004,0.00003600579,0.00008152553,0.0002344559],"category_scores_gemma":[0.001177266,0.00004579321,0.00003158025,0.0005343438,0.00001687785,0.0001447426,0.00002400058,0.0001374864,0.00003718189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240342,"about_ca_system_score_gemma":0.0003571375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003852174,"about_ca_topic_score_gemma":0.000005938598,"domain_scores_codex":[0.9982843,0.00006274183,0.0003287368,0.00008663115,0.001130986,0.0001066337],"domain_scores_gemma":[0.9992139,0.00003326732,0.000130491,0.00007620607,0.0002564001,0.0002897041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006755542,0.0006784554,0.01581252,0.0003210201,0.0002953534,0.0002623455,0.005834857,0.0001224514,0.01183687,0.003802972,0.06186112,0.8984965],"study_design_scores_gemma":[0.005637629,0.004337712,0.8665718,0.0004091515,0.0001742917,0.0003589024,0.002215355,0.006016917,0.002281033,0.001697359,0.1101476,0.0001521691],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876485,0.00004059924,0.003878647,0.1075595,0.0002848206,0.0004084539,8.08564e-7,0.00003011404,0.000148522],"genre_scores_gemma":[0.9984984,0.0001269448,0.0005035402,0.0002850861,0.0002601264,0.00001512605,0.00001609043,0.000008965319,0.0002856752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8983443,"threshold_uncertainty_score":0.2567128,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002216543,0.00006021099,0.0001655006,0.00009590748,0.0001063167,0.000003541698,0.000291019,0.0002322437,0.01252587],"category_scores_gemma":[0.002969709,0.00003309149,0.00005917757,0.00009132698,0.00005302378,0.0002084911,0.00005452242,0.0003110226,0.000215693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877299,"about_ca_system_score_gemma":0.0003848788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001720606,"about_ca_topic_score_gemma":0.00001218719,"domain_scores_codex":[0.9970432,0.0002403297,0.0008361181,0.0000727667,0.00159067,0.0002169095],"domain_scores_gemma":[0.9978629,0.0006536004,0.0006052257,0.000098627,0.0004544184,0.0003252495],"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":[0.0004120956,0.00009267383,0.08161993,0.00006403284,0.00006041593,0.00004264194,0.0008720174,0.00000503987,0.0007787471,0.05093459,0.378765,0.4863528],"study_design_scores_gemma":[0.001752632,0.00007870954,0.09630141,0.002071808,0.000008331514,0.00003400698,0.0001926511,0.0001386806,0.00003430338,0.008277132,0.8910571,0.00005323793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5122551,0.0003127918,0.05041043,0.3931985,0.01096622,0.0003046739,0.000005537222,0.00005843916,0.03248828],"genre_scores_gemma":[0.9892431,0.0005094423,0.0008024569,0.001800642,0.003241431,0.000002557265,0.000001577811,0.00001017444,0.004388549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512292,"threshold_uncertainty_score":0.9883768,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03318511,0.0001001476,0.0005196033,0.0007974489,0.00004816422,0.00006346743,0.0001741799,0.0003320862,0.001285493],"category_scores_gemma":[0.01162403,0.0001040334,0.00006121242,0.0003438604,0.0000814569,0.0006292803,0.0000336779,0.0003928149,0.00009640298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041981,"about_ca_system_score_gemma":0.0004068102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004126507,"about_ca_topic_score_gemma":0.0000933309,"domain_scores_codex":[0.9950724,0.0002321146,0.003691341,0.0002330071,0.0005962698,0.0001748933],"domain_scores_gemma":[0.9973548,0.001187617,0.0009694783,0.0001430236,0.00009250131,0.0002525922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001360541,0.00006712157,0.003769075,0.000499194,0.00004642866,0.00001800099,0.001623327,0.00007432259,0.000003267904,0.9443129,0.008841468,0.04073127],"study_design_scores_gemma":[0.001451122,0.0001483231,0.3520235,0.002190191,0.00001097833,0.0003510508,0.0007347949,0.1620954,0.000004586529,0.3070056,0.1737195,0.0002650627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.197938,0.04277407,0.02074065,0.7346416,0.001603696,0.000236164,0.000008882931,0.00003311351,0.002023913],"genre_scores_gemma":[0.9886028,0.007294197,0.0008846892,0.001820642,0.001241836,0.000008105597,0.000009540921,0.0000191074,0.0001191265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7906648,"threshold_uncertainty_score":0.9996275,"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)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001454569,0.00005018818,0.000315016,0.00007239445,0.00001647895,0.000004857313,0.00007822756,0.0001130848,0.003209248],"category_scores_gemma":[0.1047604,0.00003288529,0.0001534366,0.0001688993,0.00004782333,0.00003871334,0.00001681769,0.000273364,0.00001710218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004179096,"about_ca_system_score_gemma":0.0004679984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001357548,"about_ca_topic_score_gemma":1.471828e-7,"domain_scores_codex":[0.9983023,0.00004668588,0.0005944307,0.0000616184,0.0009162049,0.00007875804],"domain_scores_gemma":[0.9964107,0.002757841,0.0002133476,0.0001224608,0.0002497714,0.0002458831],"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":[0.00004978578,0.00009455523,0.000623053,0.0001723066,0.00003440986,0.00004951367,0.000003914771,8.38761e-7,0.000009776146,0.0007449,0.903927,0.09428994],"study_design_scores_gemma":[0.001866134,0.0002169367,0.05715895,0.08631714,0.0003360478,0.0002931586,0.000004064355,0.0002946287,0.00009882033,0.001183239,0.8521886,0.0000422944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003565883,0.5698659,0.009801297,0.4096551,0.0008635178,0.000182892,3.358632e-7,0.00001747671,0.006047637],"genre_scores_gemma":[0.08608249,0.4040998,0.001570235,0.4794518,0.001960657,0.000005487727,0.00001703962,0.00002041704,0.02679207],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1657661,"threshold_uncertainty_score":0.9977019,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003118523,0.00005825914,0.000168727,0.0001842119,0.0001553234,0.00000568531,0.000292763,0.000235687,0.0056682],"category_scores_gemma":[0.002610629,0.00004473343,0.00006149185,0.0003393119,0.00003650914,0.0001479259,0.000074879,0.0005576474,0.0005753538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825834,"about_ca_system_score_gemma":0.0003736199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002796997,"about_ca_topic_score_gemma":0.00001263677,"domain_scores_codex":[0.996807,0.0002249805,0.0008181587,0.00007170931,0.001829738,0.0002484187],"domain_scores_gemma":[0.9982181,0.0005276448,0.0004905041,0.00009137285,0.000374051,0.0002983669],"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":[0.000172922,0.00004472249,0.039671,0.00009944803,0.00004555665,0.00008178109,0.001807646,0.0001445748,0.00009951441,0.0217732,0.8451486,0.09091107],"study_design_scores_gemma":[0.0009758913,0.00005557231,0.1658518,0.0009085897,0.000007956213,0.00002171791,0.0008448532,0.004470097,0.00000739127,0.006713763,0.8200927,0.00004957468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7532697,0.000178121,0.004108677,0.1994677,0.01244782,0.0003030339,0.000004382578,0.000149678,0.03007094],"genre_scores_gemma":[0.9860803,0.0007578544,0.0005008811,0.002224644,0.00423752,0.000004857747,0.00001986076,0.00001614578,0.006157917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2328107,"threshold_uncertainty_score":0.9952407,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001459572,0.00005755554,0.0001497601,0.0002308751,0.0000229565,0.000009015591,0.0001607985,0.0001483289,0.004866444],"category_scores_gemma":[0.006956267,0.00003232026,0.00007486119,0.0001940753,0.0001020081,0.0001867411,0.00002048296,0.0001958678,0.00004066412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001921803,"about_ca_system_score_gemma":0.0003285424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001205607,"about_ca_topic_score_gemma":2.168846e-7,"domain_scores_codex":[0.9972026,0.00002803848,0.0005811625,0.00007486885,0.00201542,0.0000978979],"domain_scores_gemma":[0.9986806,0.00008303888,0.0003058782,0.0001149539,0.0006755119,0.0001400063],"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":[0.0001426939,0.0001784305,0.0063668,0.00001406121,0.0000666649,0.00002704969,0.0000831961,6.832312e-7,0.004595243,0.009744739,0.09253818,0.8862423],"study_design_scores_gemma":[0.004533702,0.00031396,0.2781332,0.001286503,0.00006875247,0.00183553,0.00008405817,0.0008946044,0.002073911,0.005431557,0.7052398,0.0001044635],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.499422,0.00005800439,0.132011,0.3604106,0.003478865,0.00009703954,6.842469e-7,0.00002169437,0.004500146],"genre_scores_gemma":[0.9889758,0.0001417584,0.004966252,0.00195629,0.002758062,0.000001473774,0.000004500446,0.000009814754,0.001186022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8861378,"threshold_uncertainty_score":0.9960433,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002054524,0.00005575001,0.0001525872,0.0004405789,0.00003344006,0.00001434753,0.0001621573,0.0001513148,0.002213585],"category_scores_gemma":[0.006072475,0.00004346166,0.00007745498,0.000696814,0.00007106242,0.0001343229,0.00002781346,0.0003472869,0.0001099509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215723,"about_ca_system_score_gemma":0.0003187497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001926305,"about_ca_topic_score_gemma":2.18029e-7,"domain_scores_codex":[0.9969136,0.00002623955,0.0005675065,0.00007353556,0.002306868,0.0001122419],"domain_scores_gemma":[0.9988875,0.00006645577,0.0002499376,0.0001069289,0.0005603522,0.000128863],"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":[0.0001274847,0.0001825878,0.006520256,0.00004510587,0.0001046893,0.0001044846,0.0003575745,0.00003796036,0.001265628,0.008798717,0.4576669,0.5247886],"study_design_scores_gemma":[0.002257477,0.0001964163,0.4067456,0.0005012514,0.00005754332,0.0010406,0.000311638,0.02405975,0.0004010812,0.003883989,0.5604587,0.00008597215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7625566,0.00003787215,0.01331552,0.2145761,0.004473427,0.000110099,6.115785e-7,0.00006231093,0.004867542],"genre_scores_gemma":[0.9895731,0.0001972326,0.002935712,0.002260739,0.003405245,0.000002587869,0.00005118335,0.00001447923,0.001559721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5247026,"threshold_uncertainty_score":0.9986985,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002557805,0.00006128805,0.0001848643,0.00006740185,0.0005975937,0.0000230672,0.0006820962,0.0002509117,0.005619362],"category_scores_gemma":[0.005059991,0.00004610991,0.00006397271,0.00002813936,0.00008344475,0.0003240563,0.0001185207,0.0006109246,0.0001156443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802515,"about_ca_system_score_gemma":0.0003887112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008940935,"about_ca_topic_score_gemma":0.00003783098,"domain_scores_codex":[0.997237,0.0001546269,0.0007476626,0.00007228099,0.001582837,0.0002055873],"domain_scores_gemma":[0.9974335,0.0002399726,0.001314289,0.0002300925,0.0004630409,0.0003190955],"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":[0.000475311,0.0001380793,0.260492,0.0001453046,0.00009677083,0.0001102878,0.001891546,0.00002900323,0.0001275926,0.06221185,0.3899512,0.2843311],"study_design_scores_gemma":[0.00117962,0.00004951053,0.3790081,0.001071207,0.000009496538,0.00002502591,0.0002360573,0.001050117,0.000009530692,0.005776177,0.6115389,0.00004613006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6117235,0.000260373,0.007757167,0.2578035,0.01573949,0.0003080691,0.000003660891,0.00003544231,0.1063688],"genre_scores_gemma":[0.9910391,0.0003108282,0.0008390158,0.001207001,0.003714119,0.000001921948,0.00000283111,0.000008651586,0.002876543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793155,"threshold_uncertainty_score":0.9952896,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002216543,0.00006021099,0.0001655006,0.00009590748,0.0001063167,0.000003541698,0.000291019,0.0002322437,0.01252587],"category_scores_gemma":[0.002969709,0.00003309149,0.00005917757,0.00009132698,0.00005302378,0.0002084911,0.00005452242,0.0003110226,0.000215693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877299,"about_ca_system_score_gemma":0.0003848788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001720606,"about_ca_topic_score_gemma":0.00001218719,"domain_scores_codex":[0.9970432,0.0002403297,0.0008361181,0.0000727667,0.00159067,0.0002169095],"domain_scores_gemma":[0.9978629,0.0006536004,0.0006052257,0.000098627,0.0004544184,0.0003252495],"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":[0.0004120956,0.00009267383,0.08161993,0.00006403284,0.00006041593,0.00004264194,0.0008720174,0.00000503987,0.0007787471,0.05093459,0.378765,0.4863528],"study_design_scores_gemma":[0.001752632,0.00007870954,0.09630141,0.002071808,0.000008331514,0.00003400698,0.0001926511,0.0001386806,0.00003430338,0.008277132,0.8910571,0.00005323793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5122551,0.0003127918,0.05041043,0.3931985,0.01096622,0.0003046739,0.000005537222,0.00005843916,0.03248828],"genre_scores_gemma":[0.9892431,0.0005094423,0.0008024569,0.001800642,0.003241431,0.000002557265,0.000001577811,0.00001017444,0.004388549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512292,"threshold_uncertainty_score":0.9883768,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008198748,0.00006406142,0.0001978305,0.0001052967,0.00002231762,0.000005037984,0.00006209019,0.0001048347,0.002398366],"category_scores_gemma":[0.000679052,0.00004187324,0.0001502185,0.0001124523,0.00008157552,0.0001202311,0.00001196218,0.0002045266,0.00001755931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003568838,"about_ca_system_score_gemma":0.0001472614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002805587,"about_ca_topic_score_gemma":0.000007647408,"domain_scores_codex":[0.9982281,0.00005174104,0.0004563388,0.00006980174,0.001091289,0.0001027482],"domain_scores_gemma":[0.9991499,0.00004949282,0.0002172287,0.0000919881,0.0002355198,0.0002559322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002367871,0.00190734,0.06245819,0.0008128003,0.0004915172,0.0002988355,0.00819975,0.00003699099,0.00554701,0.01047627,0.04826284,0.8591406],"study_design_scores_gemma":[0.002139062,0.0008178346,0.9740754,0.0003353005,0.00007769101,0.0001539897,0.0001526518,0.001044103,0.0003748719,0.01201687,0.00873794,0.00007423454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750432,0.0002752742,0.01317827,0.006033251,0.0003811713,0.0001180452,3.158443e-7,0.00001129018,0.004959153],"genre_scores_gemma":[0.9966118,0.0001155475,0.002126103,0.0003585533,0.0002308019,8.636632e-7,0.000002143669,0.000009486612,0.0005447387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9116173,"threshold_uncertainty_score":0.9985136,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006124472,0.00005402082,0.0001637441,0.00008029531,0.00008924717,0.000004793784,0.0002173076,0.0002373124,0.0236785],"category_scores_gemma":[0.01367029,0.00003715044,0.00006374881,0.00008534387,0.00005213589,0.000478256,0.00005105738,0.0007725873,0.0002255684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009854839,"about_ca_system_score_gemma":0.0002350017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730301,"about_ca_topic_score_gemma":0.000002027474,"domain_scores_codex":[0.9968327,0.0003940863,0.0007219601,0.00004768357,0.001782565,0.0002210207],"domain_scores_gemma":[0.9974703,0.001139978,0.0005248226,0.00009254335,0.0002864931,0.0004858906],"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":[0.0003624504,0.0006751015,0.3549813,0.0001817489,0.0001485807,0.00001737252,0.008394368,0.000004624251,0.0004765268,0.0803084,0.4249132,0.1295363],"study_design_scores_gemma":[0.0005838044,0.00003456016,0.1671674,0.0002002514,0.00001822228,0.00002305476,0.0007838559,0.0001828606,0.00001601496,0.001165486,0.8297884,0.00003600367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6361811,0.0004132894,0.01833646,0.3015543,0.01209846,0.0001920239,0.000001330457,0.00002867874,0.03119439],"genre_scores_gemma":[0.9876128,0.000158138,0.0008600053,0.002280129,0.008186867,0.000002155152,0.000003401557,0.000006415619,0.0008900269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4048753,"threshold_uncertainty_score":0.994638,"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","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035483,0.00004248407,0.0001157906,0.0001117652,0.00001628458,0.000006700926,0.00006671967,0.00008854303,0.0006368529],"category_scores_gemma":[0.0007890596,0.00002943783,0.00007268225,0.00006956754,0.0000269785,0.0000725952,0.00001031178,0.0001567566,0.00001268773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061865,"about_ca_system_score_gemma":0.0001007894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004882952,"about_ca_topic_score_gemma":0.000001308108,"domain_scores_codex":[0.9983099,0.00001038621,0.0003170171,0.00004385454,0.001234557,0.00008427166],"domain_scores_gemma":[0.9993533,0.00007158538,0.0001615747,0.0000514167,0.0001419277,0.0002202262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001601049,0.0007402683,0.1419552,0.00002854256,0.0004563109,0.001270953,0.0005025759,0.00001701698,0.003675107,0.004203521,0.02529681,0.8202526],"study_design_scores_gemma":[0.0036346,0.0002915946,0.9054822,0.0003719152,0.00006546558,0.001843115,0.00004948985,0.0007472375,0.002027869,0.0006296735,0.08481187,0.00004499327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433041,0.0001523866,0.03125432,0.01434153,0.001070311,0.00004343051,3.38598e-7,0.00001294334,0.009820635],"genre_scores_gemma":[0.9961696,0.0000587715,0.001578995,0.0004714993,0.0009988963,8.982721e-8,0.000003951001,0.000004883352,0.0007133414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8202076,"threshold_uncertainty_score":0.6973093,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004130179,0.00005565393,0.0001690991,0.00008928237,0.00009155946,0.000006937293,0.0002686526,0.0002351852,0.02940812],"category_scores_gemma":[0.01088207,0.0000392244,0.00006742309,0.00008321708,0.00005497451,0.0003455844,0.00004689,0.0008214752,0.0002777194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291473,"about_ca_system_score_gemma":0.0003617813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001482602,"about_ca_topic_score_gemma":0.00001283646,"domain_scores_codex":[0.99678,0.0003061498,0.0008360913,0.00007022772,0.001851197,0.0001562805],"domain_scores_gemma":[0.9977117,0.0009758604,0.0005328794,0.0000987467,0.0003649546,0.0003159161],"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":[0.000365256,0.0004068874,0.02518368,0.0001010938,0.0001084582,0.00003096433,0.004010045,0.00005188481,0.0003980585,0.03973917,0.4697872,0.4598173],"study_design_scores_gemma":[0.0008656544,0.0000478346,0.0367353,0.0002372488,0.00001478086,0.00002148191,0.0004404543,0.001802558,0.00002074148,0.001486706,0.9582893,0.00003794487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2978089,0.0001477279,0.01299603,0.6626688,0.003049941,0.0001332385,9.651154e-7,0.00002323801,0.02317115],"genre_scores_gemma":[0.9820129,0.0002398976,0.002207844,0.004742019,0.00887594,0.00000223801,0.00000362902,0.00000722122,0.00190829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.684204,"threshold_uncertainty_score":0.9974497,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003447195,0.00005619356,0.0001704133,0.00008879127,0.00009830678,0.000006898081,0.000262282,0.0002399538,0.0101824],"category_scores_gemma":[0.01198056,0.00003952591,0.00006891204,0.000100301,0.00006595475,0.0002733477,0.00004556842,0.0008245142,0.0001642825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717894,"about_ca_system_score_gemma":0.0006530603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004981695,"about_ca_topic_score_gemma":0.00001167563,"domain_scores_codex":[0.9969168,0.0002062489,0.0007725618,0.00007164842,0.001878578,0.0001541097],"domain_scores_gemma":[0.9980891,0.0006145788,0.0005138445,0.00009768699,0.0003675236,0.0003172304],"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":[0.001345551,0.00162001,0.05678125,0.0005124696,0.0004134781,0.000382086,0.01732967,0.0004590872,0.001945939,0.4728085,0.2170657,0.2293363],"study_design_scores_gemma":[0.002668944,0.0001367741,0.07332077,0.0007551238,0.0000263395,0.0000534307,0.001139712,0.0001857554,0.00005244339,0.03079357,0.8908002,0.00006694256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4510168,0.0001006587,0.03371635,0.4976276,0.004604598,0.0001504799,9.881634e-7,0.00002390524,0.01275861],"genre_scores_gemma":[0.9910063,0.0001907918,0.001612062,0.00302936,0.00368011,0.000002154284,0.00000369846,0.000006922844,0.0004685724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6737345,"threshold_uncertainty_score":0.9963419,"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","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01079758,0.0001597971,0.0003633765,0.0001709314,0.0004779249,0.0000182605,0.00114353,0.0008050941,0.006074888],"category_scores_gemma":[0.03045669,0.0001001334,0.0001859258,0.0002526573,0.0002321587,0.000181178,0.000146044,0.001545717,0.00005250852],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008375339,"about_ca_system_score_gemma":0.01151052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492523,"about_ca_topic_score_gemma":0.0003083888,"domain_scores_codex":[0.9904653,0.0005343817,0.001699934,0.0002010685,0.006648055,0.0004512883],"domain_scores_gemma":[0.9947755,0.00205035,0.0009672315,0.0002520379,0.0007916566,0.001163279],"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":[0.0008285586,0.0006456244,0.00420936,0.000264328,0.0001380497,0.00003811642,0.003547339,0.00008242433,0.00001893876,0.09494716,0.6676097,0.2276704],"study_design_scores_gemma":[0.003556148,0.0001723624,0.009367052,0.004915781,0.00004520391,0.0001814074,0.002182379,0.002190628,0.00001817119,0.02015217,0.9570882,0.0001305308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1577132,0.002333167,0.02010251,0.7992031,0.01085982,0.001118343,0.000006360864,0.00008320892,0.008580308],"genre_scores_gemma":[0.9222259,0.001283692,0.002570176,0.05032907,0.02041167,0.0001635441,0.00008129111,0.00007111908,0.002863526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7645127,"threshold_uncertainty_score":0.9948337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}