{"id":"W1970074648","doi":"10.1016/j.resuscitation.2014.05.034","title":"Creating a drowning chain of survival","year":2014,"lang":"en","type":"article","venue":"Resuscitation","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Chain of survival; Medicine; Psychological intervention; Chain (unit); Medical emergency; Poison control; Injury prevention; Life saving; Suicide prevention; Near Drowning; Occupational safety and health; Process (computing); Intensive care medicine; Cardiopulmonary resuscitation; Basic life support; Nursing; Resuscitation; Surgery; Pathology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382499,0.00003713345,0.000133777,0.00005702312,0.00003998014,0.000001393686,0.00001723559,0.00005355175,0.0000288909],"category_scores_gemma":[0.001542981,0.00003333427,0.00003956356,0.00007960906,0.00002436347,0.00003561757,0.000005235891,0.00006187521,0.00001094915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001122167,"about_ca_system_score_gemma":0.00001342169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000210949,"about_ca_topic_score_gemma":0.000004612447,"domain_scores_codex":[0.9993965,0.0001885771,0.000182144,0.00008056673,0.00007646661,0.00007575494],"domain_scores_gemma":[0.9993939,0.0003396921,0.00010063,0.00008148461,0.00006226478,0.00002205946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009953819,0.0001490736,0.4660495,0.0007512074,0.0001314252,0.000003265069,0.003979926,0.0003057056,0.2003332,0.2148687,0.0009186263,0.1115139],"study_design_scores_gemma":[0.001290107,0.0005068395,0.9563856,0.0003734753,0.00008748085,0.000005490202,0.0003441789,0.01484904,0.008441376,0.01636672,0.001245438,0.0001043186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341003,0.00002709104,0.02874324,0.0003988618,0.0001724709,0.00009420623,7.496261e-7,0.00002460587,0.03643843],"genre_scores_gemma":[0.994438,0.000004050833,0.004858684,0.00007671827,0.0001226832,0.000003623926,0.00003228351,0.000004327848,0.0004596443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4903361,"threshold_uncertainty_score":0.1847204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787222464468029,"score_gpt":0.3342155132712328,"score_spread":0.3063432886265525,"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."}}