{"id":"W4293102724","doi":"10.1002/ehf2.14113","title":"Time to Rechallenge Primary Prevention ICD Guidelines","year":2022,"lang":"en","type":"editorial","venue":"ESC Heart Failure","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Board; Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Ejection fraction; Sudden cardiac death; Guideline; Sacubitril, Valsartan; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004178431,0.0005224802,0.001106743,0.001971202,0.002033377,0.004874108,0.001299043,0.002876877,0.1876631],"category_scores_gemma":[0.04531962,0.0005649918,0.00168293,0.0008419381,0.000317928,0.003042816,0.002883598,0.005310975,0.05089302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002751495,"about_ca_system_score_gemma":0.004889863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006478779,"about_ca_topic_score_gemma":0.01425325,"domain_scores_codex":[0.9945035,0.001636829,0.001053264,0.0005353165,0.001533039,0.0007380886],"domain_scores_gemma":[0.9813126,0.005710976,0.001713905,0.001083816,0.003804499,0.006374251],"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":[0.0002149347,0.0004885704,0.008343021,0.0004867935,0.00008138116,0.001652389,0.0004444924,0.0002951857,0.0001617103,0.003595635,0.6360619,0.348174],"study_design_scores_gemma":[0.0005098458,0.0003924356,0.02844155,0.005778443,0.0001337852,0.002658939,0.001090138,0.0008020817,0.0003121634,0.01136509,0.9484074,0.0001081371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.02614808,0.05829715,0.03134936,0.3651119,0.02866481,0.005379925,0.01461258,0.005706741,0.4647293],"genre_scores_gemma":[0.3664482,0.05340201,0.05892659,0.24424,0.03885415,0.006424491,0.02501212,0.003551036,0.2031415],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1876631,"threshold_uncertainty_score":0.6277957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019138842456108,"score_gpt":0.3396500820251455,"score_spread":0.3094586936005844,"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."}}