{"id":"W4404358922","doi":"10.1161/circ.150.suppl_1.4145151","title":"Abstract 4145151: In-Flight Sudden Cardiac Arrest and Automated External Defibrillator Use","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Sudden cardiac arrest; Sudden cardiac death; Automated external defibrillator; Cardiology; Internal medicine; Implantable cardioverter-defibrillator; Cardiopulmonary resuscitation; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001229976,0.0007068103,0.001411141,0.006121484,0.000300295,0.001260659,0.00069102,0.001508294,0.008395758],"category_scores_gemma":[0.007426524,0.0002372097,0.001551772,0.007956818,0.0003791109,0.001498262,0.0006621926,0.0005379677,0.000720171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009146537,"about_ca_system_score_gemma":0.00326617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00362496,"about_ca_topic_score_gemma":0.006348056,"domain_scores_codex":[0.998478,0.0004443301,0.0005562559,0.0001393812,0.0003252999,0.00005678791],"domain_scores_gemma":[0.9932399,0.004533864,0.001522313,0.00003601587,0.0006000007,0.00006793017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0002277276,0.00003800618,0.004564606,0.8109449,0.001615076,0.0009327024,0.0007924071,0.000165661,0.0004321235,0.001729376,0.0174802,0.1610773],"study_design_scores_gemma":[0.0000980938,0.0003531123,0.03501464,0.7516998,0.006728201,0.004340336,0.001503127,0.0001379391,0.0003105612,0.001409294,0.1983549,0.00005001228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001427859,0.9958209,0.0000725944,0.0005433534,0.0003140889,0.00005735213,0.000577179,0.000003162222,0.001183521],"genre_scores_gemma":[0.01192555,0.9857568,0.0002943442,0.0005899746,0.0004237732,0.0001100202,0.0005066866,0.00000222816,0.0003906164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008395758,"threshold_uncertainty_score":0.0280866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621955289815752,"score_gpt":0.2797811200781861,"score_spread":0.2635615671800285,"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."}}