{"id":"W2317455302","doi":"10.1111/pace.12868","title":"Arrhythmic Risk Following Recovery of Left Ventricular Ejection Fraction in Patients with Primary Prevention ICD","year":2016,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Centre Hospitalier Universitaire de Sherbrooke; Université Laval","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Primary prevention; Implantable cardioverter-defibrillator; Secondary prevention; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006804849,0.000198106,0.0003434439,0.000440588,0.0002845554,0.0004687689,0.0002463195,0.0004108822,0.000876981],"category_scores_gemma":[0.003464986,0.0001552206,0.0004526294,0.000392658,0.0002732502,0.0002716937,0.0003309437,0.0006484023,0.0001507392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929989,"about_ca_system_score_gemma":0.000208843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007651432,"about_ca_topic_score_gemma":0.0009239783,"domain_scores_codex":[0.9996309,0.0000911491,0.00003551312,0.00007830642,0.00007669289,0.00008737537],"domain_scores_gemma":[0.9971788,0.0007668358,0.001334562,0.0001754705,0.0001585027,0.0003858517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000170031,0.0000137596,0.9987651,0.000004807266,0.00002365671,0.0001148965,0.0000164439,0.00003070684,0.0000593952,0.000006150633,0.00003154458,0.0007634488],"study_design_scores_gemma":[0.000008128118,0.000113919,0.9988738,0.000005300337,0.00002488238,0.0006876798,0.00002732462,0.0001476436,0.00003865196,0.00002282833,0.00004780861,0.000002097589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993081,0.0003580561,0.00005543721,0.00003468084,0.000005153598,0.000002808852,0.00006923351,0.000002464086,0.0001640143],"genre_scores_gemma":[0.9997024,0.00008681588,0.00002715598,0.00001135629,0.00001460189,0.000002193583,0.0001280553,6.662329e-7,0.0000267025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000876981,"threshold_uncertainty_score":0.003598809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007966531217008898,"score_gpt":0.2798579985269103,"score_spread":0.2718914673099014,"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."}}