{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356666,0.0003157411,0.0005361803,0.0007127465,0.0009352526,0.001673295,0.0002803812,0.002385179,0.06856886],"category_scores_gemma":[0.008680301,0.0001795454,0.0005350548,0.0004004908,0.0003576698,0.000691194,0.0006513921,0.003986297,0.01333554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005625469,"about_ca_system_score_gemma":0.00135976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124978,"about_ca_topic_score_gemma":0.005934328,"domain_scores_codex":[0.9990761,0.0002776233,0.00006260112,0.00007142158,0.0003840967,0.0001280341],"domain_scores_gemma":[0.9966573,0.001349847,0.0004268723,0.00008760233,0.0006827309,0.0007957566],"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":[0.0004687315,0.0001277547,0.002528068,0.0004124839,0.00005703504,0.001022234,0.00005903986,0.00004039707,0.0006097612,0.001331274,0.9107121,0.08263124],"study_design_scores_gemma":[0.001425304,0.0006980548,0.02091303,0.002846255,0.0002612857,0.00274956,0.00048027,0.0003883796,0.001122854,0.00414226,0.9649151,0.00005772781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02139455,0.07612623,0.001463355,0.5461946,0.05700755,0.000297787,0.002024032,0.0004451397,0.2950468],"genre_scores_gemma":[0.1953755,0.1371316,0.003374392,0.2498621,0.2435067,0.000290804,0.003423323,0.0003670135,0.1666686],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06856886,"threshold_uncertainty_score":0.2293857,"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."}}