{"id":"W3019249486","doi":"10.1007/s12630-020-01665-w","title":"Quality of clinical care provided during simulated pediatric cardiac arrest: a simulation-based study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; Alberta Children's Hospital; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; ZOLL Medical Corporation","keywords":"Quality (philosophy); Medicine; Intensive care medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002003352,0.0004183402,0.0004718643,0.0008302479,0.0005108049,0.0008918972,0.0007376359,0.001083245,0.001517879],"category_scores_gemma":[0.01146422,0.0003239426,0.001182992,0.0006856864,0.0005155369,0.00101489,0.0008745306,0.0009194792,0.0002127936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003050796,"about_ca_system_score_gemma":0.002445334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101979,"about_ca_topic_score_gemma":0.01074373,"domain_scores_codex":[0.9984407,0.0008473787,0.0001442611,0.0001688042,0.0001998524,0.000198993],"domain_scores_gemma":[0.9923255,0.003561926,0.001522412,0.0004170111,0.0008099182,0.001363136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01403037,0.03740421,0.8912092,0.0003176172,0.001451667,0.0004520665,0.005635293,0.02526385,0.001471479,0.0005886272,0.001139868,0.02103574],"study_design_scores_gemma":[0.002381363,0.05836247,0.8779362,0.0002418397,0.0005558843,0.0006031501,0.009044892,0.04670491,0.001651405,0.0003918669,0.001947679,0.0001784279],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996024,0.00001746675,0.00008652873,0.00002124,0.000002323274,0.00004233542,0.00009512382,0.000002185848,0.0001306445],"genre_scores_gemma":[0.9992932,0.00005193166,0.0002364806,0.00001811106,0.000003608789,0.0001096696,0.0002299188,0.000001452178,0.00005562412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101979,"threshold_uncertainty_score":0.02213514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340557696228925,"score_gpt":0.3188259287969842,"score_spread":0.2854203518346949,"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."}}