{"id":"W2948857777","doi":"10.1161/circep.119.007430","title":"Compelling First-Line Drug and Device Therapies for the Prevention of Sudden Death in Patients With Chronic Heart Failure and a Reduced Ejection Fraction Who Are Candidates for an Implantable Cardioverter-Defibrillator","year":2019,"lang":"en","type":"review","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Heart failure; Ejection fraction; Cardiology; Internal medicine; Sudden cardiac death; Drug; Cardiac resynchronization therapy; Sudden death; Intensive care medicine; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001215803,0.0002388478,0.001576029,0.0001468959,0.0001876261,0.00002264458,0.000009866204,0.0001503398,2.222905e-7],"category_scores_gemma":[0.00002066221,0.0001629031,0.0001374646,0.0001271718,0.00004840149,0.0001046292,0.00001259123,0.0001115322,2.599288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009800202,"about_ca_system_score_gemma":0.00008651399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000075621,"about_ca_topic_score_gemma":0.0000914164,"domain_scores_codex":[0.9989153,0.00008569271,0.000333435,0.0003829264,0.00008788684,0.0001948046],"domain_scores_gemma":[0.9989468,0.0003482311,0.0003472863,0.0001681892,0.0001544969,0.00003493237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0123724,0.000247008,0.1728633,0.1374142,0.0128585,6.81066e-7,0.002407291,0.00628427,0.003747967,0.0005481992,0.003076756,0.6481794],"study_design_scores_gemma":[0.01015328,0.005335443,0.2405816,0.01437895,0.006369825,0.000655026,0.0003513791,0.003837374,0.00007717012,0.0004123554,0.7166308,0.001216707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3837075,0.6132564,0.0005787969,0.00002033432,0.00006944402,0.002274942,0.00005372876,0.00001672771,0.00002209485],"genre_scores_gemma":[0.6373397,0.3619764,0.00006448036,0.000009359103,0.0002382424,0.00009533644,0.0002402724,0.00002570027,0.00001052387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7135541,"threshold_uncertainty_score":0.6642997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761403367805116,"score_gpt":0.3024397759684238,"score_spread":0.2748257422903726,"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."}}