{"id":"W1981532738","doi":"10.1097/00001888-200009001-00126","title":"McMaster University Undergraduate MD Program","year":2000,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Curriculum; Medical education; Educational program; Corporate governance; Health care; Population; Professional development; Accreditation; Scope (computer science); Curriculum development; Political science; Medicine; Sociology; Pedagogy; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006911801,0.0007817704,0.0004742115,0.001651268,0.002591721,0.002760455,0.001676284,0.001103504,0.585224],"category_scores_gemma":[0.003481803,0.0004370406,0.0003934786,0.001223906,0.0007279931,0.001234131,0.003141271,0.001674916,0.1548461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009408763,"about_ca_system_score_gemma":0.01728275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05509427,"about_ca_topic_score_gemma":0.2099923,"domain_scores_codex":[0.998744,0.0001090491,0.00005348929,0.0002096235,0.0005269345,0.000356957],"domain_scores_gemma":[0.9969289,0.0000979226,0.00009669127,0.0001071988,0.0008315677,0.001937724],"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":[0.00004563194,0.00006493001,0.002473983,0.0001046348,0.000003505888,0.0001852357,0.00008461398,0.00003678713,0.0001384961,0.001918521,0.9380872,0.05685649],"study_design_scores_gemma":[0.0000454068,0.00008962418,0.01414383,0.0003074853,0.000008355178,0.0004362632,0.0004260399,0.000135525,0.0001786508,0.001229994,0.9829774,0.00002147877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00797324,0.002240376,0.0006878976,0.03812807,0.003052852,0.000536927,0.012331,0.001054648,0.933995],"genre_scores_gemma":[0.03803828,0.002995538,0.001480504,0.01665975,0.001280333,0.0003118664,0.005712043,0.0003212439,0.9332005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.585224,"threshold_uncertainty_score":0.5916276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479822998586719,"score_gpt":0.3383886273071909,"score_spread":0.3135903973213238,"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."}}