{"id":"W127980255","doi":"10.1136/bmj.325.7366.711","title":"What's a good doctor and how do you make one?","year":2002,"lang":"en","type":"letter","venue":"BMJ","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"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":[0.004880186,0.002643639,0.002162812,0.001630394,0.003295793,0.007124103,0.00386665,0.01374747,0.01475965],"category_scores_gemma":[0.03363862,0.001144441,0.001368824,0.0009124867,0.003107451,0.006919152,0.001382164,0.02427498,0.01039238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259174,"about_ca_system_score_gemma":0.003999843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176146,"about_ca_topic_score_gemma":0.00508293,"domain_scores_codex":[0.9948862,0.001211626,0.0007226862,0.0007550177,0.001950797,0.0004736318],"domain_scores_gemma":[0.9766799,0.008561192,0.001413438,0.000413347,0.007385152,0.005547023],"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":[0.00003099342,0.00002145789,0.0001339851,0.0002011221,0.00001156203,0.0003387021,0.00004979309,0.00003282317,0.00004454663,0.0003663403,0.992135,0.006633711],"study_design_scores_gemma":[0.00004465973,0.00005431189,0.0009166942,0.0009023316,0.00003310155,0.001421011,0.0005031271,0.000333479,0.0001950381,0.0008976615,0.9946425,0.00005616048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001890218,0.004914718,0.0002332194,0.24417,0.7480028,0.00004205987,0.00007575688,0.00008553227,0.002286806],"genre_scores_gemma":[0.002543249,0.006539029,0.0003764985,0.2131679,0.7675049,0.00005383877,0.00005425157,0.00005904405,0.009701373],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01475965,"threshold_uncertainty_score":0.04937595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015151579235826,"score_gpt":0.4144016651338675,"score_spread":0.3128865072102849,"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."}}