{"id":"W2786122805","doi":"10.1161/circoutcomes.118.004465","title":"Are Lay Rescuers Adequately Prepared for Cardiopulmonary Resuscitation and Its Aftermath?","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiopulmonary resuscitation; Resuscitation; Medical emergency; Intensive care medicine; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001850604,0.0005029566,0.001715179,0.0003133854,0.0003438587,0.0001211565,0.00008622701,0.001037222,0.000005014899],"category_scores_gemma":[0.001126184,0.00045831,0.001867528,0.0001915699,0.0001821824,0.0002582307,0.00006872959,0.0005307526,0.00001212294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543088,"about_ca_system_score_gemma":0.00009607699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000347862,"about_ca_topic_score_gemma":0.000005087569,"domain_scores_codex":[0.9961313,0.0006013021,0.000808857,0.0009934223,0.001038582,0.0004265219],"domain_scores_gemma":[0.9974381,0.0004781191,0.0004747974,0.0007992517,0.0006466493,0.0001631137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002067007,0.0001557955,0.4557735,0.04581635,0.03965486,0.001224869,0.005929525,0.0006105459,0.0005940052,0.0004939988,0.4260207,0.02165882],"study_design_scores_gemma":[0.002265026,0.00003405802,0.7877385,0.0003749446,0.003038476,0.00004756294,0.000233416,0.0002140155,0.00002046661,0.0004110126,0.2050479,0.0005746576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6515178,0.03694006,0.004988445,0.2867834,0.007193814,0.009537923,0.001241611,0.0006506522,0.00114626],"genre_scores_gemma":[0.8720081,0.0009062109,0.0006309887,0.1117897,0.009369006,0.0006007849,0.003855419,0.0002293693,0.0006104691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.331965,"threshold_uncertainty_score":0.9997869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07276626733087704,"score_gpt":0.3314306832424908,"score_spread":0.2586644159116137,"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."}}