{"id":"W2596013334","doi":"10.1016/s0735-1097(17)34128-1","title":"INCREMENTAL RISK OF ISCHEMIC STROKE OVER TIME IN NEWLY DIAGNOSED HEART FAILURE PATIENTS WITHOUT ATRIAL FIBRILLATION","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Stroke (engine); Heart failure; Ischemic stroke; Ischemia","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":[0.0006823731,0.0006267441,0.0006194469,0.001034283,0.0005660396,0.001429977,0.00066204,0.001307008,0.003571749],"category_scores_gemma":[0.004553774,0.0004909999,0.001669278,0.0009585173,0.0003387286,0.001167854,0.0006854574,0.001874114,0.0004089477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141761,"about_ca_system_score_gemma":0.0006182342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00838406,"about_ca_topic_score_gemma":0.008044002,"domain_scores_codex":[0.9994233,0.0001144809,0.00005895792,0.000154149,0.00007991275,0.0001691542],"domain_scores_gemma":[0.9969518,0.0009292504,0.0007789547,0.0002919303,0.0002834328,0.000764576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006640542,0.00006829973,0.9971103,0.000009764744,0.0001653931,0.0001702981,0.00003211874,0.0001048318,0.0001960088,0.0000418163,0.0000988661,0.001338264],"study_design_scores_gemma":[0.00001517074,0.0001118057,0.9980906,0.000005350089,0.0002009278,0.0003279626,0.0001312587,0.0008447824,0.00005100786,0.000107872,0.0001038876,0.000009469599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996998,0.0007222923,0.0002246043,0.000224521,0.000061473,0.000007636228,0.000606773,0.00001309446,0.001141698],"genre_scores_gemma":[0.9985019,0.0002350908,0.0001001502,0.0000381848,0.0001494478,0.000004514728,0.0006236295,0.000003750219,0.0003432996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00838406,"threshold_uncertainty_score":0.01667053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006367929203440079,"score_gpt":0.2631753141777514,"score_spread":0.2568073849743113,"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."}}