{"id":"W1539637473","doi":"","title":"Anesthesia residents using in situ simulation to educate operating room nursing personnel on high risk, low frequency anesthetic events","year":2015,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Anesthetic; Medicine; Anesthesia; Nursing; Nurse anesthetist; Medical emergency","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":[0.0006682265,0.0004270102,0.0001505737,0.0001464725,0.0002972585,0.0003729081,0.0003606935,0.0004273786,0.003253266],"category_scores_gemma":[0.002819525,0.0001857257,0.0002146852,0.00006525304,0.0001374431,0.0002597844,0.0006444814,0.0005555167,0.0005634645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705256,"about_ca_system_score_gemma":0.001053158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009229422,"about_ca_topic_score_gemma":0.003097852,"domain_scores_codex":[0.9997886,0.0001240785,0.000008094367,0.00001744141,0.00002419283,0.0000375921],"domain_scores_gemma":[0.9991556,0.0004214753,0.00006385752,0.00003851,0.00008177158,0.0002386471],"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":[0.00358847,0.06516562,0.1238789,0.0006046792,0.0002358906,0.00273109,0.01921709,0.04430505,0.06093894,0.001260867,0.01990581,0.6581677],"study_design_scores_gemma":[0.004259031,0.1029238,0.2351248,0.00130339,0.000814241,0.00828212,0.03437872,0.3834026,0.1041266,0.006993685,0.1177824,0.0006086649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773536,0.00005406308,0.01491894,0.0005111865,0.00008046301,0.0002753994,0.00005020971,0.0002957911,0.0064603],"genre_scores_gemma":[0.9703445,0.0001905569,0.02525796,0.0002719462,0.00002750982,0.0002215547,0.00006542739,0.00002456425,0.003595973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003253266,"threshold_uncertainty_score":0.01088321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915001990303652,"score_gpt":0.3146533055094721,"score_spread":0.2855032856064356,"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."}}