{"id":"W2040704326","doi":"10.1197/j.aem.2005.03.525","title":"Implementation of Community‐based Public Access Defibrillation in the PAD Trial","year":2005,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; First responder; Defibrillation; Medical emergency; Cardiopulmonary resuscitation; Randomized controlled trial; Retraining; Community hospital; Emergency medical services; Emergency medicine; Nursing; Resuscitation; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01516255,0.0007965186,0.001391161,0.0005026414,0.001417015,0.00166257,0.001302574,0.002043555,0.00522309],"category_scores_gemma":[0.02706981,0.0005568901,0.001404222,0.0006876676,0.00204345,0.001478698,0.002241461,0.003188425,0.000382459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215156,"about_ca_system_score_gemma":0.0110098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00550941,"about_ca_topic_score_gemma":0.006255717,"domain_scores_codex":[0.9824747,0.01369139,0.00076556,0.0009021245,0.0007299728,0.001436147],"domain_scores_gemma":[0.9893964,0.00365331,0.002197764,0.0008856977,0.0008925034,0.002974325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7197117,0.09285807,0.01742802,0.00521765,0.002295396,0.0002774562,0.001958437,0.001485202,0.0008146092,0.00205877,0.00687205,0.1490227],"study_design_scores_gemma":[0.7521114,0.2109265,0.02480084,0.00135108,0.001018839,0.00008487869,0.0009220435,0.000950868,0.000556035,0.001068642,0.006164155,0.00004461614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560438,0.002706564,0.00124988,0.004175432,0.0009145128,0.02659674,0.0008911893,0.0001617604,0.007260195],"genre_scores_gemma":[0.9703147,0.0007371903,0.00193627,0.001288269,0.0003557107,0.02424235,0.0003498251,0.000008304587,0.000767452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516255,"threshold_uncertainty_score":0.08018816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148692184206393,"score_gpt":0.4634949571788333,"score_spread":0.3148027729724403,"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."}}