{"id":"W2128520373","doi":"10.1111/j.1365-2923.2009.03534.x","title":"Doctor scores on national qualifying examinations predict quality of care in future practice","year":2009,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medical Council of Canada; McGill University; College of Physicians and Surgeons of Ontario; NOSM University; Laurentian University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Quartile; Family medicine; Specialty; Confidence interval; Odds ratio; Logistic regression; Multivariate analysis; Odds; Test (biology); MEDLINE; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001402485,0.000199851,0.0001832767,0.0005423661,0.0004111099,0.0005979354,0.0004206169,0.0004930875,0.001848493],"category_scores_gemma":[0.01299646,0.0001707497,0.0002617383,0.0004989925,0.0005355102,0.0003222208,0.0006153009,0.0005806859,0.0002209813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248107,"about_ca_system_score_gemma":0.001712966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09145421,"about_ca_topic_score_gemma":0.08187986,"domain_scores_codex":[0.9990795,0.0001657145,0.00007596087,0.0001550268,0.000343845,0.0001799118],"domain_scores_gemma":[0.9886939,0.001331268,0.006674453,0.0002853041,0.001213864,0.001801217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001440248,0.000008535928,0.999468,0.000002528308,0.000005523005,0.000008692795,0.00005190638,0.00002059727,0.00002660969,0.000003253701,0.00002994137,0.0003599416],"study_design_scores_gemma":[0.000001784197,0.00002266337,0.999727,0.00000276955,0.000002500143,0.00003143752,0.00006788893,0.00008996043,0.00001348026,0.00000432479,0.0000352786,9.423745e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993824,0.00008741307,0.00005116255,0.00008140206,0.000003459302,0.000006421762,0.00008404878,0.000001564499,0.0003021847],"genre_scores_gemma":[0.9996469,0.00003331515,0.00005022083,0.00000965749,0.000003949918,0.000002352343,0.0001269162,5.264217e-7,0.0001261452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09145421,"threshold_uncertainty_score":0.1818438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649485624659623,"score_gpt":0.4533778285413239,"score_spread":0.4268829722947277,"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."}}