{"id":"W4389939725","doi":"10.1161/circ.148.suppl_1.232","title":"Abstract 232: Predicted One Third Improvement in Survival for Shockable Rhythms of a Proposed First Responder and Drone Automated External Defibrillator Delivery Program in North Carolina","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Bystander effect; Automated external defibrillator; Defibrillation; Logistic regression; First responder; Rhythm; Cardiopulmonary resuscitation; Emergency medicine; Medical emergency; Internal 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":[0.001213326,0.0003803119,0.0002231884,0.0003755557,0.0002391981,0.0005923632,0.0006610498,0.0003403896,0.002498417],"category_scores_gemma":[0.003736455,0.0001877494,0.0008461032,0.0003608144,0.0002008275,0.000252396,0.000560911,0.0008165409,0.0003503669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890517,"about_ca_system_score_gemma":0.00238496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.143522,"about_ca_topic_score_gemma":0.1210105,"domain_scores_codex":[0.9994759,0.0001407396,0.00002731354,0.0001596265,0.00006098902,0.0001354919],"domain_scores_gemma":[0.9979202,0.0007802896,0.0005707847,0.0001112791,0.0003614945,0.0002558747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001573888,0.00009608617,0.9871674,0.00001515213,0.0001003413,0.0001036844,0.00008647834,0.007503071,0.0002346697,0.00009673022,0.001447661,0.002991316],"study_design_scores_gemma":[0.00003963265,0.0002825383,0.9192733,0.00003491264,0.0001467993,0.0001271438,0.0005218291,0.0780746,0.0003563821,0.0002094974,0.000917458,0.00001596305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996933,0.00003054394,0.0007680947,0.0003443888,0.000009473123,0.00001540058,0.001408019,0.0000263853,0.0004646379],"genre_scores_gemma":[0.997768,0.00002797336,0.0003306125,0.00004195613,0.000006250613,0.00002020754,0.001341905,0.000005504155,0.000457632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.143522,"threshold_uncertainty_score":0.2853732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105663927342566,"score_gpt":0.2791565302000555,"score_spread":0.2580998909266299,"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."}}