{"id":"W4281691309","doi":"10.1097/sih.0000000000000670","title":"Video Review of Simulated Pediatric Cardiac Arrest to Identify Errors/Latent Safety Threats: A Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Hospital for Sick Children","funders":"","keywords":"Context (archaeology); Computer science; Task (project management); Patient safety; Distraction; Root cause analysis; Protocol (science); Medicine; Medical emergency; Health care; Psychology; Cognitive psychology; Reliability engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01454962,0.0005158015,0.000559178,0.003424194,0.001358762,0.001264753,0.001321455,0.0007611822,0.001608084],"category_scores_gemma":[0.05532496,0.0005163865,0.0007726364,0.002259566,0.0007923756,0.00113854,0.00148498,0.0006427048,0.0003120762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003912217,"about_ca_system_score_gemma":0.00515946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520155,"about_ca_topic_score_gemma":0.03321869,"domain_scores_codex":[0.9855797,0.0092813,0.001580633,0.001160644,0.001960328,0.0004374749],"domain_scores_gemma":[0.9408806,0.03229135,0.01350128,0.001967307,0.01051279,0.0008467601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001357647,0.003061568,0.7606488,0.005158185,0.0006791145,0.001989951,0.1254982,0.001184133,0.001932075,0.0009173031,0.003644893,0.09392803],"study_design_scores_gemma":[0.0003707758,0.004528249,0.7981155,0.003555874,0.0004904293,0.001244174,0.1686195,0.005459127,0.002981577,0.0008172218,0.01360867,0.0002089018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880454,0.0007861015,0.004084621,0.0001925597,0.00002446227,0.004241826,0.001500337,0.00001284156,0.001111784],"genre_scores_gemma":[0.9715901,0.001415443,0.01198462,0.0004392166,0.00005400384,0.01202885,0.001750348,0.00001927286,0.0007182409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01520155,"threshold_uncertainty_score":0.07694674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08288956100853266,"score_gpt":0.4912468442958463,"score_spread":0.4083572832873136,"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."}}