{"id":"W2046639522","doi":"10.1097/00001888-200103000-00021","title":"Evaluating Clinical Teachers","year":2001,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Promotion (chess); Ambulatory; Medical education; Psychology; Higher education; Medicine; Internal medicine; Political science","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":[0.02186717,0.00030666,0.000629335,0.001736404,0.001033144,0.001814381,0.0004630617,0.0004567788,0.005419089],"category_scores_gemma":[0.09684415,0.0002270707,0.0003900086,0.0008726244,0.000457804,0.0008105129,0.001035772,0.001034279,0.003025048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153906,"about_ca_system_score_gemma":0.003265836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589503,"about_ca_topic_score_gemma":0.00511894,"domain_scores_codex":[0.9790744,0.01226816,0.001996608,0.0006123158,0.005164176,0.0008843027],"domain_scores_gemma":[0.8550863,0.05205485,0.02041,0.003913541,0.05535012,0.01318519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001183304,0.001896073,0.3871631,0.001161704,0.0001421256,0.0003490162,0.01129178,0.000353241,0.004570501,0.0005432635,0.02942722,0.5619187],"study_design_scores_gemma":[0.000194261,0.006063159,0.8874704,0.001093282,0.0002000679,0.001465324,0.01774789,0.0008219684,0.0105514,0.000886875,0.07336873,0.0001366187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086021,0.006199893,0.008241252,0.004083756,0.0009597989,0.001486142,0.000515579,0.0003224765,0.06958906],"genre_scores_gemma":[0.9664302,0.003643286,0.01176522,0.0006341912,0.0004168316,0.0004927273,0.000468006,0.00008194612,0.0160676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02186717,"threshold_uncertainty_score":0.1156461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2704011236312138,"score_gpt":0.5856077423937669,"score_spread":0.3152066187625531,"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."}}