{"id":"W1889003281","doi":"10.1097/scs.0000000000002256","title":"Feedback in Plastic and Reconstructive Surgery Education","year":2015,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Accreditation; Formative assessment; Graduate medical education; Medical education; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05788445,0.0007203175,0.0006625601,0.002599496,0.001425277,0.004227629,0.001199453,0.002017491,0.004935303],"category_scores_gemma":[0.1460391,0.0002906517,0.0006241947,0.00134793,0.002582974,0.004150589,0.003434475,0.001857087,0.001101447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079662,"about_ca_system_score_gemma":0.005348499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817112,"about_ca_topic_score_gemma":0.002609138,"domain_scores_codex":[0.9277605,0.04776821,0.004317783,0.001026793,0.0181577,0.0009690454],"domain_scores_gemma":[0.8418372,0.1280535,0.008927615,0.002319649,0.01631018,0.002551748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002182569,0.0003774529,0.005851279,0.002494759,0.00002438351,0.00009420807,0.004000101,0.0004676424,0.0009731148,0.006559105,0.01397531,0.9649645],"study_design_scores_gemma":[0.0005042278,0.01007276,0.09904207,0.05176171,0.0004051782,0.005165192,0.02619566,0.00556916,0.01767528,0.07406996,0.7086738,0.0008651025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1605941,0.197748,0.2917784,0.1238858,0.01784162,0.003571452,0.0008157673,0.004861917,0.1989029],"genre_scores_gemma":[0.7052823,0.09038074,0.172389,0.01253145,0.003694667,0.001771113,0.0003477726,0.0003462408,0.01325691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05788445,"threshold_uncertainty_score":0.3061259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273294754994739,"score_gpt":0.3067625208446005,"score_spread":0.2740295732946531,"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."}}