{"id":"W2978399833","doi":"10.1097/acm.0000000000003005","title":"A Signal Through the Noise: Do Professionalism Concerns Impact the Decision Making of Competence Committees?","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; McMaster University; Hamilton Health Sciences; University of Ottawa","funders":"","keywords":"Competence (human resources); Psychology; Medical education; Applied psychology; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09403242,0.0003611548,0.0005600979,0.001461237,0.00164899,0.0048362,0.0009951997,0.001758858,0.001707289],"category_scores_gemma":[0.4856168,0.0005255172,0.0005905424,0.0007775146,0.001988556,0.003332241,0.002485539,0.001328005,0.0004158617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283329,"about_ca_system_score_gemma":0.004147039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178436,"about_ca_topic_score_gemma":0.00417171,"domain_scores_codex":[0.8414515,0.1233431,0.006367234,0.005709893,0.0210427,0.002085662],"domain_scores_gemma":[0.4296117,0.4276476,0.1042826,0.008470166,0.02272049,0.007267566],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002270435,0.0006070563,0.823247,0.0007491535,0.0005236519,0.0004504168,0.02634989,0.001447078,0.002414559,0.0008539339,0.004071485,0.1370155],"study_design_scores_gemma":[0.0002262806,0.003170219,0.9296898,0.001262976,0.0004442739,0.001072627,0.03155025,0.01089409,0.005243278,0.003994317,0.01217498,0.0002767471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810791,0.001261946,0.007259203,0.006594663,0.0001580998,0.0001502355,0.00007774544,0.00006465269,0.003354322],"genre_scores_gemma":[0.996338,0.0001479891,0.002273509,0.000822867,0.00009118006,0.00007203436,0.00002623878,0.00001325667,0.0002148915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9059676,"threshold_uncertainty_score":0.4972969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05832656420279004,"score_gpt":0.45186105962173,"score_spread":0.39353449541894,"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."}}