{"id":"W1989538433","doi":"10.1001/jama.292.9.1044","title":"Educational Epidemiology","year":2004,"lang":"en","type":"article","venue":"JAMA","topic":"Innovations in Medical Education","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Accreditation; Observational study; Medical education; Educational research; Epidemiology; Educational program; Flexibility (engineering); Foundation (evidence); Research design; Family medicine; Mathematics education; Surgery; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0288417,0.0008649209,0.001513173,0.00905754,0.001994859,0.003047003,0.001659266,0.002568183,0.04944583],"category_scores_gemma":[0.1491905,0.0005977767,0.001289425,0.00709705,0.001157311,0.001811671,0.002882743,0.002783813,0.009274088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004020614,"about_ca_system_score_gemma":0.02060324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117405,"about_ca_topic_score_gemma":0.007607669,"domain_scores_codex":[0.9590319,0.02213917,0.00502927,0.004066935,0.008027968,0.001704738],"domain_scores_gemma":[0.8848887,0.039641,0.01740184,0.01568004,0.0367357,0.005652635],"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":[0.0005996844,0.0005060217,0.1204585,0.007564195,0.0007189779,0.0002791845,0.0009837939,0.0003677544,0.0003367783,0.03543749,0.3877275,0.4450202],"study_design_scores_gemma":[0.0004862655,0.0007887861,0.1771926,0.01647396,0.0005659315,0.00107515,0.001413571,0.001897881,0.0008348565,0.02623726,0.7729229,0.0001109117],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03873442,0.08599292,0.148633,0.1296631,0.03194325,0.04265368,0.122519,0.002609052,0.3972518],"genre_scores_gemma":[0.4174489,0.08184582,0.1333341,0.04622411,0.01627119,0.07139844,0.07028812,0.0006883303,0.162501],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04944583,"threshold_uncertainty_score":0.1654128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611138980523262,"score_gpt":0.3936483525741682,"score_spread":0.3575369627689355,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}