{"id":"W4241515415","doi":"10.1097/acm.0b013e3181eabf43","title":"McGill University Faculty of Medicine","year":2010,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; MEDLINE; Medical education; Medicine; Family medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001517192,0.001210935,0.0007736418,0.001993731,0.002480033,0.005789982,0.001836534,0.002304334,0.6536207],"category_scores_gemma":[0.005093351,0.0005938038,0.0004950947,0.001455225,0.001490325,0.001869472,0.003388262,0.002626298,0.2767357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006554766,"about_ca_system_score_gemma":0.01232598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03540569,"about_ca_topic_score_gemma":0.09679664,"domain_scores_codex":[0.9974867,0.0002668326,0.0001053195,0.0005431082,0.001252182,0.0003456935],"domain_scores_gemma":[0.9959962,0.0003236112,0.0001412357,0.0002850852,0.001441009,0.001812682],"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":[0.00004602928,0.00003440179,0.0005424607,0.0001887948,0.00000623228,0.0002474794,0.00009427462,0.00006679425,0.0002582929,0.01167502,0.8863084,0.1005319],"study_design_scores_gemma":[0.00001161608,0.00001703873,0.0008402328,0.0001968422,0.000002547245,0.0001301332,0.00006931996,0.00004406459,0.00008262182,0.001059518,0.9975339,0.00001214499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001267765,0.008414555,0.001525758,0.02084515,0.009066287,0.0002328902,0.004600283,0.000936401,0.953111],"genre_scores_gemma":[0.00747309,0.004913828,0.001588347,0.005982145,0.001196344,0.0001339287,0.001541603,0.0003300259,0.9768407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6536207,"threshold_uncertainty_score":0.4940681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106888060291294,"score_gpt":0.3693237772660952,"score_spread":0.3282548966631823,"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."}}