{"id":"W1891676651","doi":"10.1161/circheartfailure.115.002414","title":"Clinical Risk Stratification for Primary Prevention Implantable Cardioverter Defibrillators","year":2015,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Institute for Clinical Evaluative Sciences; Health Sciences Centre; Kingston General Hospital; University of Ottawa; McMaster University; London Health Sciences Centre; Queen's University; University of British Columbia; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ventricular tachycardia; Implantable cardioverter-defibrillator; Cumulative incidence; Internal medicine; Amiodarone; Cardiology; Hazard ratio; Ejection fraction; Population; Shock (circulatory); Proportional hazards model; Atrial fibrillation; Cohort; Heart failure; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004890153,0.0009161396,0.0008622343,0.001133226,0.0003237879,0.001482882,0.00201383,0.0009616,0.003469465],"category_scores_gemma":[0.01066279,0.0003857134,0.001273829,0.0004822978,0.0009873093,0.0007250637,0.00103636,0.001580488,0.0005231101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601393,"about_ca_system_score_gemma":0.001886704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00729459,"about_ca_topic_score_gemma":0.005782011,"domain_scores_codex":[0.9981776,0.001100842,0.00005835291,0.0003065004,0.0001640508,0.0001925759],"domain_scores_gemma":[0.9958688,0.002627989,0.0007025389,0.0002018642,0.000318132,0.0002805888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009739844,0.0004574077,0.3126295,0.0002005301,0.001157521,0.0007814617,0.0005211253,0.5979167,0.001042107,0.04910543,0.005036552,0.03017766],"study_design_scores_gemma":[0.0001789492,0.0002933095,0.0195269,0.00005738853,0.0002011175,0.0003545375,0.0001201902,0.9409921,0.0001436609,0.03657985,0.001518227,0.00003366967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5920505,0.001634427,0.3877192,0.009232165,0.0002882156,0.0005316674,0.002105739,0.0002711876,0.006166895],"genre_scores_gemma":[0.9779507,0.000294144,0.01879437,0.0003552685,0.0001043337,0.0001865925,0.000661988,0.00001934932,0.001633207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00729459,"threshold_uncertainty_score":0.02586192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06368326371364695,"score_gpt":0.355975303541386,"score_spread":0.292292039827739,"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."}}