{"id":"W2904164613","doi":"10.3138/jvme.0717-097r","title":"The Effect of Simulation Training in Anesthesia on Student Operational Performance and Patient Safety","year":2018,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Midwestern University","keywords":"Anesthesia; Preparedness; Medicine; Curriculum; Patient safety; Anesthesiology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003230472,0.0004319145,0.0002737749,0.000359709,0.0003931054,0.0009191385,0.0005654282,0.000434829,0.002338217],"category_scores_gemma":[0.0203527,0.0002088857,0.0005433247,0.0002554807,0.0004020356,0.0005235468,0.001307046,0.000821058,0.0003171258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006835806,"about_ca_system_score_gemma":0.002118502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103414,"about_ca_topic_score_gemma":0.002168677,"domain_scores_codex":[0.99727,0.001502978,0.0001933345,0.0001682348,0.0004707964,0.0003945878],"domain_scores_gemma":[0.9832961,0.008315012,0.002475521,0.000729967,0.001286575,0.003896831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005943186,0.04084798,0.6056212,0.0006377266,0.0005360393,0.0002293536,0.005475767,0.01196506,0.01245286,0.0008031769,0.002050345,0.3134373],"study_design_scores_gemma":[0.0002883217,0.04877871,0.9198151,0.0003497217,0.0002724025,0.0002852832,0.003673818,0.01167823,0.009528905,0.0005991881,0.004628809,0.0001015379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986339,0.00006132288,0.0003639765,0.0001170989,0.00001552222,0.00004171552,0.00001898776,0.00001406592,0.0007334417],"genre_scores_gemma":[0.9985155,0.0001174557,0.0009713421,0.0000418676,0.00001017961,0.00005561625,0.00004494845,0.000002279157,0.000240668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003230472,"threshold_uncertainty_score":0.01708454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04908758424247683,"score_gpt":0.4285650436135888,"score_spread":0.3794774593711119,"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."}}