{"id":"W4408624028","doi":"10.1161/jaha.124.039291","title":"American Heart Association Automated External Defibrillator Symposium: Summary and Recommendations","year":2025,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"National Heart, Lung, and Blood Institute; Helsefonden; Region Hovedstaden; TrygFonden; HeartSine; ZOLL Medical Corporation; Stryker; Laerdal Foundation for Acute Medicine; Novo Nordisk; American Heart Association","keywords":"Defibrillation; Medicine; Automated external defibrillator; Chain of survival; Medical emergency; Food and drug administration; Cardiopulmonary resuscitation; Resuscitation; Intensive care medicine; Basic life support; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007996406,0.001957519,0.001519678,0.003063795,0.001845649,0.005534461,0.003840905,0.0125398,0.02202535],"category_scores_gemma":[0.01354038,0.000735239,0.0030357,0.002857754,0.0005923446,0.003794156,0.001863942,0.009025464,0.01922354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003275499,"about_ca_system_score_gemma":0.0229622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01618226,"about_ca_topic_score_gemma":0.0245992,"domain_scores_codex":[0.9955214,0.0009983806,0.0007402543,0.000328189,0.001909161,0.0005025739],"domain_scores_gemma":[0.9756575,0.001926816,0.001413,0.0002957931,0.01791555,0.002791276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005177148,0.0001389245,0.0005928364,0.001307664,0.00003696228,0.0001040843,0.00002888189,0.0001661532,0.00006980195,0.0006495476,0.9464031,0.0504502],"study_design_scores_gemma":[0.0001430303,0.0001586675,0.0057639,0.013866,0.0002631863,0.0002151755,0.0005227675,0.0002431396,0.0002175463,0.00201757,0.9765154,0.0000735787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009492089,0.1239444,0.002725779,0.6643581,0.1416059,0.001983969,0.007180464,0.0005956275,0.05665644],"genre_scores_gemma":[0.00804445,0.405562,0.01676529,0.3701873,0.08383302,0.004367585,0.01428133,0.0001880194,0.09677099],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02202535,"threshold_uncertainty_score":0.07368213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006354191153671918,"score_gpt":0.2952154878712305,"score_spread":0.2888612967175586,"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."}}