{"id":"W2053505025","doi":"10.1503/cmaj.080769","title":"Maximum potential benefit of implantable defibrillators in preventing sudden death after hospital admission because of heart failure","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medtronic","keywords":"Medicine; Heart failure; Sudden cardiac death; Cohort; Sudden death; Confidence interval; Cohort study; Cause of death; Emergency medicine; Heart disease; Pediatrics; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000769895,0.0001178332,0.0005497038,0.0003151009,0.0000775565,0.00001793399,0.00002795747,0.0002586944,0.0002006851],"category_scores_gemma":[0.0007671718,0.0001072482,0.0002062857,0.0002556564,0.00001867154,0.00009747715,0.00001315063,0.0003427265,0.000007424339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003456699,"about_ca_system_score_gemma":0.0009368007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187458,"about_ca_topic_score_gemma":0.001510342,"domain_scores_codex":[0.9978369,0.00005925701,0.0006161138,0.0001374839,0.0009833385,0.0003669403],"domain_scores_gemma":[0.9985049,0.0000681981,0.0002755338,0.00009310289,0.0003388849,0.0007193675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004846793,0.00002962832,0.9766157,0.00002158674,0.0001029299,0.00006408261,0.0003275649,0.00002210126,0.0001855895,0.00002189181,0.01989178,0.002668691],"study_design_scores_gemma":[0.001330701,0.0001984559,0.9755164,0.0005162733,0.00008346377,0.001005468,0.0003862299,0.00002106181,0.0003500386,0.0002306126,0.02023201,0.000129233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923921,0.0006016857,0.00001208337,0.004401917,0.0002495208,0.0001153369,0.00003151882,0.000008408685,0.002187446],"genre_scores_gemma":[0.9985392,0.00008085301,0.0003441215,0.0004485907,0.0004491028,0.000001039932,0.000007978592,0.000009458213,0.0001196298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006147142,"threshold_uncertainty_score":0.4373453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004652659783991504,"score_gpt":0.238130960879814,"score_spread":0.2334783010958225,"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."}}