{"id":"W2068036692","doi":"10.1001/jama.288.23.3019","title":"Association Between Licensure Examination Scores and Practice in Primary Care","year":2002,"lang":"en","type":"article","venue":"JAMA","topic":"Innovations in Medical Education","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Family medicine; Licensure; Cohort; Certification; Confidence interval; Rate ratio; Continuing medical education; Nursing; Internal medicine; Continuing education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006789773,0.0000578999,0.0001127691,0.00014998,0.00003999355,0.00002407714,0.00002786954,0.0001587672,0.00006157964],"category_scores_gemma":[0.007873664,0.00005757036,0.00001024629,0.0003799811,0.00001921761,0.0002630161,0.00001392727,0.000269553,0.00002909946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000519205,"about_ca_system_score_gemma":0.00002881323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002358705,"about_ca_topic_score_gemma":0.000003907834,"domain_scores_codex":[0.9991434,0.00009685877,0.0001925493,0.0001336003,0.0003225509,0.0001111002],"domain_scores_gemma":[0.9990565,0.000362027,0.00008555169,0.0001086581,0.0003610473,0.00002621658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001045753,0.00008302562,0.3254523,0.0001417475,0.00002239838,0.00000458881,0.005740312,3.423991e-7,0.0001618227,0.00006442874,0.01096635,0.6573522],"study_design_scores_gemma":[0.0009970407,0.00005881536,0.9736094,0.0001168235,0.0000639991,0.000008982949,0.001210188,0.00006988759,0.00008857435,0.00001322496,0.02370821,0.00005479301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945821,0.0005822951,0.00003034147,0.01754743,0.0001288723,0.0002459643,0.000002698651,0.00003130278,0.03561004],"genre_scores_gemma":[0.993428,0.000140418,0.002784673,0.002041422,0.00049907,0.00001862725,0.0001403208,0.000009588358,0.000937897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6572974,"threshold_uncertainty_score":0.942608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935554906169441,"score_gpt":0.3089760539213282,"score_spread":0.2896205048596338,"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."}}