{"id":"W2283863574","doi":"10.1136/bmj.h7013","title":"Atrial fibrillation as risk factor for cardiovascular disease and death in women compared with men: systematic review and meta-analysis of cohort studies","year":2016,"lang":"en","type":"review","venue":"BMJ","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":441,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; King's College London; Medical Research Council; Rhodes Scholarships; National Institute for Health and Care Research; Canadian Stroke Network","keywords":"Medicine; Atrial fibrillation; Meta-analysis; Internal medicine; Relative risk; Stroke (engine); Risk factor; Cardiology; Cohort study; Heart failure; Myocardial infarction; Cohort; Heart disease; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001707774,0.0003475971,0.01158784,0.0003608119,0.00003886759,0.00001489459,0.00004846412,0.00006492985,0.00003505558],"category_scores_gemma":[0.001213866,0.0001707685,0.003491523,0.0003902868,0.00003743659,0.00005813453,0.00005439759,0.00004387421,0.000001956686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037695,"about_ca_system_score_gemma":0.00007651929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001116099,"about_ca_topic_score_gemma":0.000001973369,"domain_scores_codex":[0.9973138,0.0004800622,0.001231995,0.0004069796,0.0004146537,0.0001525005],"domain_scores_gemma":[0.9973406,0.0008519278,0.0009860682,0.0005655348,0.0001472544,0.0001086718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006679547,6.499302e-7,0.0008862835,0.4452924,0.5522687,0.000002467844,0.00003141055,0.00001160763,7.476472e-10,0.00001726162,0.00002559594,0.001396815],"study_design_scores_gemma":[0.0006812165,0.00005401002,0.0005865449,0.02532529,0.9428719,0.000002214359,0.00002683602,0.00001919388,4.390083e-9,0.0000131248,0.03023337,0.0001862558],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004249862,0.9856563,0.00006217408,0.00014963,0.00001679941,0.01370274,0.0003364486,0.00001357054,0.00001986873],"genre_scores_gemma":[0.0001894528,0.9987075,0.0001085799,0.00001406135,0.0001578762,0.0002114483,0.00005873792,0.00002442856,0.0005278719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4199671,"threshold_uncertainty_score":0.7921216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1910063380310767,"score_gpt":0.4204330781013306,"score_spread":0.2294267400702539,"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."}}