{"id":"W2981601710","doi":"10.36834/cmej.57323","title":"Providing quality feedback to general internal medicine residents in a competency-based assessment environment","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Southeastern Ontario Academic Medical Organization; Queen's University","keywords":"Competence (human resources); Narrative; Medical education; Usability; Focus group; Documentation; Computer science; Psychology; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0260563,0.0003961509,0.0005011248,0.0008853484,0.0008480658,0.001464191,0.000858045,0.0007479085,0.001336681],"category_scores_gemma":[0.1053346,0.0003539973,0.0003906005,0.0007223643,0.0006991363,0.001180043,0.002695315,0.0007412244,0.0003634153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183949,"about_ca_system_score_gemma":0.003460191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361115,"about_ca_topic_score_gemma":0.003343012,"domain_scores_codex":[0.9781754,0.01533762,0.0009644009,0.0006650367,0.004202169,0.0006553879],"domain_scores_gemma":[0.9160537,0.05394004,0.01498728,0.002884682,0.008063245,0.004070907],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002610066,0.006541511,0.2471252,0.003450168,0.0002149332,0.0005075855,0.0454505,0.001722597,0.02290289,0.0002638316,0.003226765,0.665984],"study_design_scores_gemma":[0.0009097468,0.03131977,0.8807825,0.001860276,0.0003569166,0.00129415,0.03365043,0.007271419,0.02892303,0.000828127,0.01259057,0.0002130704],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902748,0.0002319662,0.006464851,0.0005254534,0.00001899926,0.0005190222,0.00007237918,0.0001559336,0.001736552],"genre_scores_gemma":[0.9709858,0.0002578157,0.0272563,0.00028379,0.00002573133,0.0005512076,0.00006220402,0.00002070453,0.0005565348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9739437,"threshold_uncertainty_score":0.1378006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731218518814499,"score_gpt":0.3686522590326987,"score_spread":0.3513400738445537,"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."}}