{"id":"W2328878982","doi":"10.1097/acm.0b013e318299394c","title":"Quality In-Training Evaluation Reports—Does Feedback Drive Faculty Performance?","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; International Development Research Centre; Ottawa Hospital; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Quality (philosophy); Control (management); Medical education; Physical therapy; Psychology; Medicine; Intervention (counseling); Medical physics; Computer science; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07309651,0.0005684881,0.0009130859,0.002225683,0.0009117277,0.00347349,0.001261352,0.0008263636,0.002600438],"category_scores_gemma":[0.4094117,0.0004693795,0.000630363,0.00186692,0.001362534,0.002385261,0.00226605,0.00128767,0.0005800909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972503,"about_ca_system_score_gemma":0.003184532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549341,"about_ca_topic_score_gemma":0.003439946,"domain_scores_codex":[0.9109455,0.06405322,0.006155271,0.001984531,0.01491147,0.001949934],"domain_scores_gemma":[0.4800633,0.3469138,0.1029017,0.0124495,0.0467246,0.01094717],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001026882,0.0009856247,0.7372832,0.001054014,0.0002389599,0.00006410393,0.00839569,0.0003542126,0.0006937103,0.0002591014,0.003660078,0.2459845],"study_design_scores_gemma":[0.00007004398,0.00168137,0.985058,0.0009613167,0.0001516509,0.0001798812,0.005321481,0.00121797,0.001678314,0.0003880838,0.003225234,0.00006661472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688857,0.004065585,0.007610986,0.006577011,0.0002641282,0.0004486477,0.0003626489,0.0003048764,0.01148038],"genre_scores_gemma":[0.9954271,0.0005310951,0.002797659,0.000378018,0.00008749947,0.0001761816,0.0001103452,0.00004771221,0.0004443797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9269035,"threshold_uncertainty_score":0.3865759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114773094868664,"score_gpt":0.444974814244442,"score_spread":0.330201719375778,"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."}}