{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003955972,0.000117612,0.0001143981,0.0002716017,0.0004912262,0.0006093241,0.0001174713,0.000503666,0.009438706],"category_scores_gemma":[0.001145725,0.00007689697,0.0001900629,0.0003340944,0.0002517296,0.0004835798,0.0004425295,0.0006070825,0.002485346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693888,"about_ca_system_score_gemma":0.0005877297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006133132,"about_ca_topic_score_gemma":0.01213217,"domain_scores_codex":[0.9997836,0.00003484597,0.000006855757,0.00001648017,0.00003511076,0.0001230396],"domain_scores_gemma":[0.9993469,0.00008464812,0.0001276032,0.00005677676,0.0001574664,0.0002265593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001412157,0.000482816,0.8012066,0.0001224129,0.0000608979,0.002095262,0.0007270419,0.0002795831,0.001512775,0.0007774607,0.03570072,0.1556222],"study_design_scores_gemma":[0.0001442708,0.001238692,0.9719921,0.0001650968,0.00009422702,0.004294537,0.002073268,0.0003459125,0.0009617436,0.0003853874,0.01826353,0.00004133243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564621,0.003149941,0.0005401545,0.006922726,0.0003652781,0.00003823216,0.002378179,0.0000687066,0.03007456],"genre_scores_gemma":[0.9936376,0.001409344,0.0001242544,0.000414169,0.0001046504,0.00001077335,0.0009056395,0.000007279232,0.003386318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009438706,"threshold_uncertainty_score":0.03157556,"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."}}