{"id":"W1985729488","doi":"10.1161/01.cir.0000084545.65645.28","title":"Cost Effectiveness of Defibrillation by Targeted Responders in Public Settings","year":2003,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Defibrillation; Medicine; Interquartile range; Cost effectiveness; First responder; Emergency medical services; Emergency medicine; Internal medicine; Risk analysis (engineering)","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":[0.0006745664,0.00006331848,0.0001562748,0.000176968,0.0000271204,0.000007811414,0.00001173077,0.00008295666,0.00001123589],"category_scores_gemma":[0.0005600302,0.00006416201,0.00005411138,0.0004389406,0.00002803229,0.0001256799,0.000002944972,0.00005683536,0.000005293817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365749,"about_ca_system_score_gemma":0.00006718798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201598,"about_ca_topic_score_gemma":0.000001914484,"domain_scores_codex":[0.9991577,0.000235944,0.0001839269,0.0001397441,0.0001749495,0.0001077647],"domain_scores_gemma":[0.999506,0.0001599371,0.00008007669,0.0001032332,0.0001111671,0.00003956214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045233,0.00002622061,0.821628,0.0001251669,0.00001519215,8.318065e-7,0.0001644712,0.0005771705,0.1749197,0.001231743,0.00008706134,0.001119962],"study_design_scores_gemma":[0.001279093,0.00001008558,0.9858354,0.00009089118,0.00001761398,0.000002570924,0.00009716907,0.0005638163,0.01050107,0.0004938134,0.001044544,0.00006391469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992928,0.0001654842,0.003296882,0.00008690819,0.0002123921,0.0005308798,0.00000284041,0.0000218623,0.002754755],"genre_scores_gemma":[0.9996226,0.000005459538,0.0001017838,0.00001878056,0.00001739714,0.00001196188,0.0002077576,0.00001049257,0.000003721535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1644186,"threshold_uncertainty_score":0.2616451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361580498558228,"score_gpt":0.2867817936534474,"score_spread":0.2631659886678651,"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."}}