{"id":"W2113076993","doi":"10.1016/j.carj.2014.04.003","title":"Multisource Feedback and Self-Assessment of the Communicator, Collaborator, and Professional CanMEDS Roles for Diagnostic Radiology Residents","year":2014,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Medical education; Program director; Variance (accounting); Rating scale; Correlation; Family medicine; Psychology","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":[0.01260585,0.0004801157,0.000326107,0.00146797,0.000450751,0.0007279454,0.00040924,0.0003799137,0.001595755],"category_scores_gemma":[0.07081085,0.0001874895,0.0003989709,0.0004342895,0.0004467683,0.0007682003,0.001635148,0.0004828493,0.0003735986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007306924,"about_ca_system_score_gemma":0.001165023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006268603,"about_ca_topic_score_gemma":0.001774514,"domain_scores_codex":[0.9864463,0.0078371,0.000885841,0.0003411836,0.004001707,0.0004878891],"domain_scores_gemma":[0.9521555,0.02091849,0.009955717,0.001710247,0.01097815,0.004281933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007748342,0.0009755203,0.805832,0.000422177,0.00007686193,0.0001595296,0.01006542,0.0003273479,0.002101897,0.00007969626,0.002307988,0.1768767],"study_design_scores_gemma":[0.00007753402,0.00321314,0.9752029,0.0002915163,0.00005052062,0.0004943213,0.01130891,0.001855389,0.003689104,0.0001736185,0.003577041,0.00006613399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963767,0.0001356065,0.001417217,0.0002352229,0.00003476838,0.0001125699,0.00006085734,0.00003788012,0.001589107],"genre_scores_gemma":[0.9959991,0.0001221688,0.002969519,0.00007638045,0.0000260295,0.0001599148,0.00008185913,0.00000783608,0.0005572523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260585,"threshold_uncertainty_score":0.06666696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009578859390067694,"score_gpt":0.3033597073760533,"score_spread":0.2937808479859856,"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."}}