{"id":"W2611277558","doi":"10.1016/j.resuscitation.2017.05.003","title":"The association between AHA CPR quality guideline compliance and clinical outcomes from out-of-hospital cardiac arrest","year":2017,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Guideline; Cardiopulmonary resuscitation; Compliance (psychology); Emergency medicine; Intensive care medicine; Sudden cardiac arrest; Medical emergency; Resuscitation; Internal medicine","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":[0.00254503,0.0001446243,0.0005322367,0.00002972966,0.0005280169,0.0001290409,0.0001500698,0.0001835248,0.0000025092],"category_scores_gemma":[0.006973064,0.0001035044,0.0002951017,0.00004704571,0.0002291107,0.0002068039,0.0000747489,0.0002291408,0.00002636928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050749,"about_ca_system_score_gemma":0.00007735589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005084383,"about_ca_topic_score_gemma":0.0001562498,"domain_scores_codex":[0.997738,0.0002721685,0.0009086137,0.0003065433,0.0005717099,0.0002029882],"domain_scores_gemma":[0.9953786,0.002304903,0.001056844,0.000615041,0.0005268319,0.0001177501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008513243,0.00003488361,0.9783708,0.00002180643,0.0004512639,8.90523e-7,0.0002979187,8.707492e-7,0.0001333721,0.0002692323,0.002706997,0.01762678],"study_design_scores_gemma":[0.001211765,0.00006394523,0.9886997,0.00007951419,0.0002925472,5.555416e-9,0.0002937489,0.00005970603,0.00004255813,0.001318622,0.007817969,0.0001198544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730831,0.0002243843,0.000541594,0.01028329,0.01335337,0.0005311229,0.0001685903,0.00004017505,0.001774414],"genre_scores_gemma":[0.9962248,0.0003830831,0.001165353,0.00005919125,0.0017196,0.00001091154,0.0002584895,0.00001635957,0.0001621674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02314178,"threshold_uncertainty_score":0.8347912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796804721830555,"score_gpt":0.4163038305410282,"score_spread":0.3366233583579726,"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."}}