{"id":"W4396966656","doi":"10.1016/j.hrthm.2024.05.028","title":"Heart rate variability and stroke or systemic embolism in patients with atrial fibrillation","year":2024,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Servier; Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universität Basel; Claret Medical; Foundation for Cardiovascular Research; F. Hoffmann-La Roche; Daiichi Sankyo Europe; Sanofi; AstraZeneca; Bristol-Myers Squibb; Amgen; Pfizer; Boston Scientific Corporation; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Cardiology; Stroke (engine); Internal medicine; Embolism; Embolic stroke; 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":[0.0004972945,0.000227477,0.0003289958,0.0002558054,0.0002033822,0.0003250368,0.0001702976,0.0003204602,0.001217824],"category_scores_gemma":[0.002283604,0.0001140169,0.0003181503,0.0004098106,0.000151051,0.0001871651,0.0002338509,0.000610154,0.0001446443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008707042,"about_ca_system_score_gemma":0.0001476276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006487645,"about_ca_topic_score_gemma":0.0005763791,"domain_scores_codex":[0.9997666,0.00006423242,0.0000283111,0.00004728854,0.0000596338,0.00003387865],"domain_scores_gemma":[0.998434,0.0004727866,0.0007575302,0.00007678948,0.00009285079,0.0001659504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001941817,0.00002604352,0.997667,0.00001195262,0.00005435664,0.00005990315,0.00001972335,0.00004215163,0.0001343249,0.00001207043,0.0000519026,0.001726503],"study_design_scores_gemma":[0.000009279237,0.0001227218,0.999209,0.00000527212,0.00002928563,0.0002551963,0.00001689429,0.0002155862,0.00002480699,0.00003746254,0.00007256957,0.000001985427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981706,0.0009375772,0.0001630492,0.00008451496,0.00001413721,0.000005051922,0.0001465564,0.000004284817,0.0004742177],"genre_scores_gemma":[0.9994885,0.0001871447,0.00006710631,0.0000184333,0.00002807914,0.000004678768,0.0001487387,7.564503e-7,0.00005642345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001217824,"threshold_uncertainty_score":0.004073977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026061240424544,"score_gpt":0.2492313666498759,"score_spread":0.2389707542456305,"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."}}