{"id":"W1987531154","doi":"10.1016/j.cardfail.2012.07.004","title":"Implantable Cardiac Defibrillators and Sudden Death in Recent Onset Nonischemic Cardiomyopathy: Results From IMAC2","year":2012,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Sudden cardiac death; Implantable cardioverter-defibrillator; Cardiomyopathy; Cohort; Heart failure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001307318,0.000303635,0.001710103,0.0003140562,0.00009069106,0.00005186233,0.00003272477,0.0001997691,0.000003756163],"category_scores_gemma":[0.0003666611,0.0002520517,0.0005696611,0.0003422987,0.00006360039,0.000311639,0.00009291177,0.000421122,0.00001795074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013588,"about_ca_system_score_gemma":0.0002046708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001910722,"about_ca_topic_score_gemma":0.000002761273,"domain_scores_codex":[0.9975228,0.0001931198,0.0008511222,0.0002645044,0.0006497288,0.0005186755],"domain_scores_gemma":[0.9980368,0.0004472918,0.0004068682,0.0003546688,0.0003375414,0.0004168197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008112983,0.00002208802,0.8856306,0.00003278416,0.0009511901,0.00002193723,0.00139486,0.00002192952,0.004276875,0.00001431721,0.1045855,0.002236617],"study_design_scores_gemma":[0.001813478,0.0000933878,0.4418799,0.0002476175,0.0007315891,0.001283688,0.001390303,0.000001127573,0.005198192,0.00002473411,0.5470533,0.0002826677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941115,0.0322926,0.000005760033,0.0005029187,0.001299164,0.00022071,0.0004217321,0.00002698484,0.02411515],"genre_scores_gemma":[0.9897304,0.006665689,0.001027523,0.00007126081,0.002324654,0.000003443683,0.00005204715,0.00003877363,0.00008622969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4437507,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835409464825252,"score_gpt":0.2735040623882909,"score_spread":0.2551499677400384,"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."}}