{"id":"W3093971601","doi":"10.1136/bmjopen-2020-039215","title":"Retrospective chart review and survey to identify adverse safety events in the emergency medical services care of children with out-of-hospital cardiac arrest in the USA: a study protocol","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Emergency medical services; Patient safety; Medical emergency; Adverse effect; Institutional review board; Health care; Quality management; Emergency medicine; Psychiatry","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":[0.01667234,0.001676614,0.002297296,0.006565534,0.002300727,0.001975533,0.00277239,0.001770715,0.007577012],"category_scores_gemma":[0.01670159,0.00234038,0.001647622,0.006590811,0.001477734,0.003058798,0.002118112,0.001547338,0.00287431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005920505,"about_ca_system_score_gemma":0.01930523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01745899,"about_ca_topic_score_gemma":0.03104529,"domain_scores_codex":[0.9883286,0.004290454,0.003517116,0.001544252,0.001677788,0.000641795],"domain_scores_gemma":[0.97899,0.00224622,0.005568708,0.002285063,0.009446417,0.001463546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.011133,0.01356027,0.8518455,0.01165786,0.001167892,0.003362081,0.009900124,0.001844191,0.002961162,0.002799036,0.04339102,0.04637796],"study_design_scores_gemma":[0.007593715,0.01032626,0.9087599,0.003607544,0.0006136319,0.001382286,0.008879954,0.004198653,0.001644451,0.0006355468,0.05208657,0.0002716281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1168734,0.0006730027,0.005088918,0.0003396119,0.00008997156,0.8484448,0.02504223,0.000113969,0.003334013],"genre_scores_gemma":[0.1039431,0.001126807,0.01631715,0.0008034554,0.0001154306,0.8602175,0.01621694,0.00003508334,0.00122456],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01745899,"threshold_uncertainty_score":0.08817285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394322071691093,"score_gpt":0.4189434789824248,"score_spread":0.3795112718133156,"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."}}