{"id":"W2548241390","doi":"10.1056/em200007010000011","title":"Rapid Defibrillation by Lay First-Aiders: 71% Survival!","year":2000,"lang":"en","type":"article","venue":"Journal watch","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Defibrillation; Medicine; Medical emergency; Foundation (evidence); Cardiology; Internal medicine; Law; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003347869,0.0001027886,0.0002226865,0.00004172007,0.0001991856,0.00005660603,0.00003597443,0.00008860515,0.001415943],"category_scores_gemma":[0.0000534047,0.0000775334,0.0001827616,0.0001507096,0.00002656069,0.000162706,0.000006086504,0.000224288,0.0002985741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009925137,"about_ca_system_score_gemma":0.00004301163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002574094,"about_ca_topic_score_gemma":0.000009259214,"domain_scores_codex":[0.998993,0.00005397411,0.0002581923,0.0001193716,0.0003727058,0.0002027095],"domain_scores_gemma":[0.9994646,0.00007223601,0.00007202407,0.0001219159,0.00009500016,0.0001741905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005833692,0.0001095083,0.0703074,0.00006755834,0.000224464,0.0001264711,0.001526267,0.000315545,0.004367974,0.00002264154,0.794864,0.1274848],"study_design_scores_gemma":[0.001643671,0.0001064231,0.03910397,0.0001084748,0.0001007617,0.0002809205,0.0001951525,0.0001108883,0.0006059386,0.0003004859,0.9572976,0.0001457081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943331,0.001223086,0.0001304904,0.0288058,0.001376084,0.0001516145,0.000004911411,0.00004227231,0.02493474],"genre_scores_gemma":[0.9847526,0.006467397,0.0002917356,0.0003296317,0.001797776,0.000001872389,0.00003507812,0.00002490942,0.006299033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1624336,"threshold_uncertainty_score":0.9994969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273288061961677,"score_gpt":0.2588423133544806,"score_spread":0.2461094327348638,"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."}}