{"id":"W2995277398","doi":"10.1111/jep.13338","title":"A case for feedback and monitoring assessment in competency‐based medical education","year":2019,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Women's College Hospital; University of Manitoba; Queen's University","funders":"","keywords":"Objective structured clinical examination; Medical education; 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":[0.1604978,0.0007839582,0.0006540514,0.00273803,0.009058358,0.008609225,0.005110351,0.01083735,0.002079885],"category_scores_gemma":[0.3476711,0.0008558048,0.001057884,0.001766944,0.01819712,0.01568332,0.009322344,0.01545178,0.0006124545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00966111,"about_ca_system_score_gemma":0.01610221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004359508,"about_ca_topic_score_gemma":0.005624278,"domain_scores_codex":[0.6795245,0.2511347,0.01140225,0.0102841,0.0392914,0.008363049],"domain_scores_gemma":[0.5570102,0.3268075,0.03921591,0.02742403,0.03515992,0.01438241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005621186,0.0005946874,0.08409941,0.001615483,0.0001168667,0.0487663,0.4019859,0.0008392886,0.004467263,0.1125649,0.04184382,0.302544],"study_design_scores_gemma":[0.0001890587,0.001104282,0.03457049,0.01229856,0.000143064,0.08506855,0.3142899,0.01297512,0.004572496,0.1502099,0.3839609,0.0006176677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.215148,0.005733472,0.1051849,0.6100861,0.005149436,0.0008219829,0.0001131434,0.000895393,0.05686743],"genre_scores_gemma":[0.9017166,0.001185733,0.05882339,0.03291313,0.001429823,0.0007356256,0.00004837655,0.0002193447,0.002927938],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1604978,"threshold_uncertainty_score":0.8488036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313996856087479,"score_gpt":0.5913269791111234,"score_spread":0.4599272935023755,"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."}}