{"id":"W4206780379","doi":"10.1001/jama.292.9.1098","title":"Medical Schools in Canada","year":2004,"lang":"en","type":"article","venue":"JAMA","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education","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":[],"consensus_categories":[],"category_scores_codex":[0.0007611201,0.000413874,0.0004590573,0.001723908,0.01852618,0.00435902,0.00174799,0.002684616,0.1404664],"category_scores_gemma":[0.003803708,0.0007014668,0.0005221688,0.003721335,0.001612052,0.001262143,0.003105868,0.002723845,0.01596417],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0846912,"about_ca_system_score_gemma":0.3360594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894565,"about_ca_topic_score_gemma":0.9983611,"domain_scores_codex":[0.9963443,0.0001660329,0.0000871515,0.0003260985,0.0009346465,0.002141801],"domain_scores_gemma":[0.9840427,0.0002510177,0.0003596784,0.0001149121,0.002942377,0.01228922],"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":[0.0001088576,0.0001504094,0.04731856,0.000309081,0.00002634871,0.0005947209,0.001152235,0.0002249573,0.0003405872,0.009685258,0.8686735,0.07141539],"study_design_scores_gemma":[0.00009840503,0.00006680635,0.2259225,0.0005791594,0.00003038711,0.0002752866,0.006496191,0.0002980131,0.000213939,0.001027003,0.7649372,0.0000551667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1005507,0.0120221,0.0008469475,0.1999746,0.005211698,0.000685861,0.02892759,0.001131607,0.650649],"genre_scores_gemma":[0.2064434,0.005079026,0.001824946,0.03792619,0.0005173195,0.0001825841,0.004381165,0.0002220844,0.7434232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9153088,"threshold_uncertainty_score":0.6144806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699146453774485,"score_gpt":0.4005712200781389,"score_spread":0.373579755540394,"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."}}