{"id":"W2884621259","doi":"10.1097/acm.0000000000002363","title":"The Evolution of the Clinician–Educator in the United States and Canada: Personal Reflections Over the Last 45 Years","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Perspective (graphical); Face (sociological concept); Medical education; Patient care; Primary care; Faculty development; Psychology; Medicine; Professional development; Nursing; Sociology; Political science; Family medicine; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002229262,0.00009691934,0.0001444009,0.0001043486,0.0003491626,0.000003949981,0.0003082858,0.0001170807,0.00006425828],"category_scores_gemma":[0.003840434,0.00003846694,0.00001876962,0.001321233,0.001472297,0.00002858173,0.00004210862,0.001134448,0.000002227516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332427,"about_ca_system_score_gemma":0.001094115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1592853,"about_ca_topic_score_gemma":0.1082707,"domain_scores_codex":[0.9983468,0.0002188879,0.0004554354,0.0001482889,0.0006143909,0.0002161674],"domain_scores_gemma":[0.9984503,0.0007594714,0.0001950877,0.0003440674,0.0002111661,0.00003995779],"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":[0.00008660825,0.0000355071,0.145153,0.00003777086,0.00007447181,0.000001357774,0.04218066,0.000002153,0.0005261388,0.007403082,0.8003883,0.004110886],"study_design_scores_gemma":[0.00059542,0.0001245953,0.6909934,0.0002389517,0.00009300188,0.00004976135,0.07374583,0.0006187482,0.00002472427,0.0009445845,0.2325206,0.0000504407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896235,0.0006015863,0.00003163625,0.107753,0.001128729,0.0003541089,0.000003053411,0.000006610157,0.0004977787],"genre_scores_gemma":[0.9816106,0.0004525532,0.00001350298,0.0158853,0.001430873,0.00003242279,0.00001688061,0.000009969986,0.000547876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5678678,"threshold_uncertainty_score":0.9080011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990737161523424,"score_gpt":0.3798207560915517,"score_spread":0.3499133844763175,"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."}}