{"id":"W4392260739","doi":"10.1016/j.sopen.2024.02.008","title":"“Doing well”: Intraoperative entrustable professional activity assessments provided limited technical feedback","year":2024,"lang":"en","type":"article","venue":"Surgery Open Science","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Formative assessment; Subspecialty; Narrative; Narrative review; Medical education; Inclusion (mineral); Medicine; Psychology; Pedagogy; Family medicine; Social 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":[0.03957104,0.0003736921,0.0005010382,0.002269555,0.0007736628,0.001670922,0.0008683996,0.0007107706,0.001298905],"category_scores_gemma":[0.2279514,0.0002578062,0.0006286657,0.001767019,0.001364735,0.002438659,0.002298998,0.000970325,0.0003915359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134369,"about_ca_system_score_gemma":0.005260341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849892,"about_ca_topic_score_gemma":0.008872609,"domain_scores_codex":[0.933715,0.04105705,0.01181918,0.002313617,0.01026518,0.0008298967],"domain_scores_gemma":[0.7025923,0.2042367,0.04931507,0.006704079,0.03486487,0.002287002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000855832,0.000082661,0.1374445,0.03940187,0.0006049927,0.001010483,0.08517668,0.000493949,0.003921519,0.002193237,0.01650218,0.7123121],"study_design_scores_gemma":[0.0002046161,0.001585276,0.382563,0.1186587,0.002763109,0.009386839,0.117305,0.002453052,0.01337121,0.004810993,0.346493,0.0004051107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7369657,0.1585917,0.03898154,0.01386573,0.00242999,0.001782037,0.00235834,0.0004021089,0.04462275],"genre_scores_gemma":[0.9572175,0.02570379,0.01147187,0.002985247,0.0002794982,0.0006118627,0.0004521835,0.00008179319,0.001196283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03957104,"threshold_uncertainty_score":0.2092741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04051796398346803,"score_gpt":0.4240008851567331,"score_spread":0.383482921173265,"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."}}