{"id":"W4389976376","doi":"10.1161/circ.148.suppl_1.105","title":"Abstract 105: Rural-Urban Differences for Integrated First Responder and Drone Automated External Defibrillator Delivery in North Carolina","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rurality; Automated external defibrillator; First responder; Population; Census; Rural area; Medical emergency; Emergency medicine; Demography; Cardiopulmonary resuscitation; Environmental health; 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":[0.0007799006,0.0001888466,0.0001620627,0.0009341639,0.0009578778,0.0007972562,0.001131878,0.0003455846,0.004986656],"category_scores_gemma":[0.004236118,0.000176291,0.0003559713,0.001567271,0.0005660431,0.0003890299,0.001013451,0.0004899136,0.0003288886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470751,"about_ca_system_score_gemma":0.005006862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3696213,"about_ca_topic_score_gemma":0.4701876,"domain_scores_codex":[0.9987749,0.0003007127,0.00006515249,0.0002948991,0.0002373933,0.0003269277],"domain_scores_gemma":[0.9952914,0.001254018,0.001672976,0.0001486406,0.0008086473,0.0008243742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001912792,0.0002570754,0.9861492,0.00006930561,0.0000879072,0.0003185833,0.001840146,0.0006193621,0.0007609915,0.000276441,0.002857405,0.006572377],"study_design_scores_gemma":[0.0000125915,0.00008688113,0.9947454,0.00002357541,0.00002162677,0.00006576406,0.003424507,0.0005922637,0.00008462945,0.00004745023,0.0008868764,0.000008487544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965658,0.00006736055,0.0002740199,0.0002840522,0.000007938947,0.00006443092,0.001284552,0.00001732399,0.001434683],"genre_scores_gemma":[0.9980014,0.00004461835,0.0002431118,0.0001213136,0.000007184807,0.0001159989,0.0008401773,0.000009752559,0.0006165303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3696213,"threshold_uncertainty_score":0.7349398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839216601847912,"score_gpt":0.2658793748122718,"score_spread":0.2474872087937927,"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."}}