{"id":"W1996883717","doi":"10.1056/nejmoa020932","title":"Public Use of Automated External Defibrillators","year":2002,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":802,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Civil Aviation Organization","funders":"","keywords":"Medicine; Ventricular fibrillation; Defibrillation; Medical emergency; Automated external defibrillator; Emergency medicine; Cardiology; Resuscitation; Cardiopulmonary resuscitation","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":[0.0004338221,0.0001055974,0.0004879284,0.0003073349,0.0000251391,0.000008827788,0.00005142298,0.00006273075,0.0003065023],"category_scores_gemma":[0.0009863515,0.00006413508,0.0001186412,0.0002547082,0.0001054503,0.000164727,0.00001074334,0.0001949377,0.000006360074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003362208,"about_ca_system_score_gemma":0.00006839537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003676485,"about_ca_topic_score_gemma":0.000003835554,"domain_scores_codex":[0.9985425,0.00006821455,0.0005733545,0.00007653532,0.0005895945,0.0001498188],"domain_scores_gemma":[0.9985635,0.0002290695,0.0003850827,0.0001317566,0.0003530789,0.0003374626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001145082,0.0001900691,0.3540551,0.0001850779,0.0005892345,0.0007411066,0.002893655,0.0001363509,0.054839,0.0005149345,0.1830155,0.4016949],"study_design_scores_gemma":[0.1152694,0.00329315,0.4951781,0.003120287,0.001119182,0.005334508,0.0002728016,0.00397878,0.002523217,0.0005273983,0.3690667,0.0003164778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871214,0.002311897,0.0004113007,0.006239309,0.002120391,0.00008669159,0.000001210052,0.00003419996,0.001673593],"genre_scores_gemma":[0.9937711,0.0007406524,0.001069658,0.0002040951,0.003940753,1.587208e-7,0.000002074243,0.00001319381,0.0002583127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4013785,"threshold_uncertainty_score":0.3355985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06495907694927552,"score_gpt":0.2832961473310197,"score_spread":0.2183370703817442,"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."}}