{"id":"W1967980707","doi":"10.1161/circoutcomes.111.964825","title":"Can You Find an Automated External Defibrillator If a Life Depends on It?","year":2012,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics","funders":"National Heart, Lung, and Blood Institute; U.S. Public Health Service","keywords":"Medicine; Automated external defibrillator; Medical emergency; Intensive care medicine; Emergency medicine; Cardiopulmonary resuscitation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417042,0.0002252417,0.0007078567,0.0001418398,0.0001964936,0.00005514194,0.00004299744,0.0001894114,0.00001925437],"category_scores_gemma":[0.0004183098,0.0001902607,0.0008070507,0.0001706895,0.00006793009,0.0002447628,0.00002594924,0.0001504222,0.00003017636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009106573,"about_ca_system_score_gemma":0.00007643476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726234,"about_ca_topic_score_gemma":0.000006041128,"domain_scores_codex":[0.9977978,0.0003723638,0.0004213653,0.0003346979,0.000743725,0.0003300237],"domain_scores_gemma":[0.9986137,0.0001170831,0.0001028446,0.0005727909,0.0001135224,0.0004800195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007135826,0.0000695799,0.9870012,0.0001240971,0.001067699,0.000005212965,0.001200659,0.0009140876,0.0003292496,0.001126101,0.00007783197,0.008012923],"study_design_scores_gemma":[0.00167461,0.00002303605,0.9937425,0.00004676184,0.0004916102,0.00003154186,0.000362492,0.0005029943,0.0000813388,0.00007197522,0.002721109,0.0002500285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941325,0.001584668,0.0009293822,0.000773292,0.0009597989,0.0003689964,0.00001992746,0.0002581763,0.0009732649],"genre_scores_gemma":[0.9977436,0.00005658178,0.0002388746,0.001116448,0.0006656852,0.00001432284,0.0001028241,0.00002928674,0.00003236791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007762895,"threshold_uncertainty_score":0.7758605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05308610834813132,"score_gpt":0.3485981485595293,"score_spread":0.295512040211398,"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."}}