{"id":"W2031860539","doi":"10.1097/01.anes.0000296642.84818.f3","title":"The Use of Simulation Education in Competency Assessment: More Questions than Answers","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Competency assessment; Medical education; Engineering ethics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04587104,0.0009137774,0.001325462,0.001687207,0.002423526,0.004090033,0.003089862,0.01311798,0.008379787],"category_scores_gemma":[0.2159346,0.0006765433,0.001281235,0.002043886,0.005605163,0.01784743,0.005162346,0.01874691,0.001942307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00508867,"about_ca_system_score_gemma":0.01207883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008062282,"about_ca_topic_score_gemma":0.009612125,"domain_scores_codex":[0.9605444,0.02795352,0.004075546,0.0008789129,0.005552324,0.0009954422],"domain_scores_gemma":[0.7143421,0.2320995,0.009858723,0.00437224,0.02985603,0.009471525],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001330116,0.0002692873,0.00570784,0.003350006,0.00006867175,0.0009091892,0.01094783,0.0004513708,0.0003695518,0.01170159,0.6158199,0.3502718],"study_design_scores_gemma":[0.0001088889,0.0003856817,0.009077886,0.03514854,0.0000727912,0.007403232,0.05357452,0.001834221,0.0005641729,0.03938943,0.8520452,0.0003955429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001282573,0.03908177,0.00209909,0.9426771,0.01335969,0.00005274762,0.00005815556,0.00004618679,0.001342711],"genre_scores_gemma":[0.04913782,0.1474488,0.02301962,0.7115191,0.06230343,0.001047994,0.0003350856,0.0002969014,0.004891234],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.954129,"threshold_uncertainty_score":0.2425921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07684548386197751,"score_gpt":0.4013835448216844,"score_spread":0.3245380609597069,"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."}}