{"id":"W197650829","doi":"","title":"Abstract 1810: Bystander Administered AED Shock Improves Survival from Out of Hospital Cardiac Arrest in US and Canada","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bystander effect; Shock (circulatory); Automated external defibrillator; Cardiopulmonary resuscitation; Cardiology; Anesthesia; Internal medicine; Emergency medicine; Intensive care medicine; Resuscitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005436546,0.0002518916,0.0004196867,0.0002602368,0.0007963997,0.000675983,0.0004931761,0.0005846232,0.008634352],"category_scores_gemma":[0.00245553,0.00007348062,0.0003695496,0.0006125196,0.0004052513,0.0001934371,0.0002811607,0.0005951035,0.0003440984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008046038,"about_ca_system_score_gemma":0.02276165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9232836,"about_ca_topic_score_gemma":0.968505,"domain_scores_codex":[0.9997296,0.00006671585,0.00001501111,0.00003223695,0.00007328545,0.00008316456],"domain_scores_gemma":[0.9990409,0.0001042856,0.00009111459,0.00002118392,0.0004513582,0.0002911646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03277379,0.002652129,0.6017312,0.001738597,0.002265879,0.0003269481,0.0007815761,0.00268623,0.002670971,0.001134178,0.1009969,0.2502416],"study_design_scores_gemma":[0.005502584,0.002374374,0.9778278,0.0004652344,0.001386057,0.00009960149,0.0004908299,0.001214615,0.0005486438,0.0002720644,0.009785315,0.00003283553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953576,0.009941981,0.0001453317,0.009658667,0.0004088477,0.0002827721,0.008329282,0.00004091414,0.01761624],"genre_scores_gemma":[0.9846482,0.004991652,0.0003448087,0.001531219,0.0001585027,0.00005191413,0.002232004,0.00000812657,0.006033677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07671636,"threshold_uncertainty_score":0.1543363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174153884055933,"score_gpt":0.2532343213532519,"score_spread":0.2414927825126926,"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."}}