{"id":"W2021750853","doi":"10.1097/00000542-200107000-00011","title":"The Validity of Performance Assessments Using Simulation","year":2001,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Reliability engineering","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":[0.02726648,0.0004317967,0.0003274959,0.001353901,0.0002935852,0.00127338,0.0006772336,0.0004284051,0.0009548518],"category_scores_gemma":[0.1405853,0.0001915783,0.0006747764,0.0005060403,0.001456092,0.0009440841,0.001331919,0.0004947449,0.0002860681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048267,"about_ca_system_score_gemma":0.0009637503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009085857,"about_ca_topic_score_gemma":0.0007092982,"domain_scores_codex":[0.9637319,0.02228569,0.002744386,0.001362243,0.009407909,0.0004678631],"domain_scores_gemma":[0.8437852,0.1160043,0.01605264,0.007260271,0.01556187,0.001335727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00197527,0.0005708379,0.8579389,0.0004653009,0.0004025147,0.00009454739,0.004289158,0.004169561,0.004479556,0.000773739,0.0004852823,0.1243553],"study_design_scores_gemma":[0.000231072,0.006903057,0.9337339,0.0009008166,0.000197291,0.0009034079,0.00313185,0.03722817,0.0105199,0.001892384,0.004218165,0.0001399423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830299,0.0003548847,0.01172806,0.0001527526,0.00005328679,0.0002199566,0.00008044677,0.00006350077,0.004317124],"genre_scores_gemma":[0.9968064,0.00008371868,0.002815912,0.00002902114,0.00001622025,0.00007852689,0.00007308518,0.000007534336,0.00008961683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02726648,"threshold_uncertainty_score":0.1442007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1733069551089864,"score_gpt":0.452082431558986,"score_spread":0.2787754764499996,"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."}}