{"id":"W2024380287","doi":"10.1046/j.1365-2923.2000.00462.x","title":"Evaluation of medical students’ performance using the anaesthesia simulator","year":2000,"lang":"en","type":"article","venue":"Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Simulation; Anesthesia; Medical education; Medicine; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003619967,0.0004754453,0.000313363,0.0005260705,0.0002282038,0.0006827885,0.0003815315,0.000271038,0.002246785],"category_scores_gemma":[0.0205165,0.0001715069,0.0002382183,0.0002113813,0.0004226116,0.0002602363,0.000958827,0.0003416873,0.0006302323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000586022,"about_ca_system_score_gemma":0.001125371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347029,"about_ca_topic_score_gemma":0.002221518,"domain_scores_codex":[0.9970543,0.001306185,0.0002450907,0.0001640291,0.0009840317,0.0002462995],"domain_scores_gemma":[0.9902397,0.003075185,0.001793362,0.0004317947,0.002874545,0.001585397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001867761,0.001448689,0.7754696,0.0006170426,0.0001413153,0.0004830531,0.009376021,0.002824233,0.03252614,0.0001095841,0.001776507,0.1733601],"study_design_scores_gemma":[0.00009074082,0.01505616,0.9514077,0.0001342589,0.0000617344,0.001354127,0.004406992,0.0049942,0.0184958,0.00005905553,0.003872006,0.00006718918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983853,0.00009114132,0.0006853858,0.00003419739,0.000007132684,0.00005354485,0.00003011771,0.00002421167,0.000688952],"genre_scores_gemma":[0.9980039,0.000104293,0.001306091,0.00001599761,0.000008161654,0.00003716174,0.00006953462,0.000003895391,0.0004509391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003619967,"threshold_uncertainty_score":0.01914448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285170080572122,"score_gpt":0.4698059344719993,"score_spread":0.406954233666278,"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."}}