{"id":"W1972837977","doi":"10.1161/circulationaha.111.038729","title":"Cardiac Biomarkers Are Associated With an Increased Risk of Stroke and Death in Patients With Atrial Fibrillation","year":2012,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":398,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Hazard ratio; Quartile; Natriuretic peptide; Cardiology; Stroke (engine); Troponin; Biomarker; Troponin I; Randomization; Proportional hazards model; Randomized controlled trial; Myocardial infarction; Heart failure; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002988261,0.00009346141,0.000235427,0.0001546943,0.00003884915,0.000008882912,0.00001231177,0.00006562068,0.00001027094],"category_scores_gemma":[0.0001724278,0.00007289922,0.00004672249,0.0002025451,0.00001921845,0.0002893983,0.000007630931,0.00003813598,9.141843e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007231922,"about_ca_system_score_gemma":0.00001723096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001083663,"about_ca_topic_score_gemma":0.00001537719,"domain_scores_codex":[0.9991956,0.0001137042,0.0001889865,0.0001237877,0.0002546944,0.0001232712],"domain_scores_gemma":[0.9993601,0.000084359,0.0002755921,0.0001151826,0.00009494073,0.00006986579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000961904,0.000007371173,0.9972973,0.00001560053,0.0001993927,1.443682e-7,0.00009194802,0.0003661231,0.00003061941,0.00003271522,0.000002208687,0.0009946147],"study_design_scores_gemma":[0.004230819,0.0001413346,0.994033,0.00005307939,0.0003702015,1.076806e-7,0.00005463209,0.0009775355,0.00001642483,0.00000765563,0.00002614247,0.00008905507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989654,0.00007011572,0.00009949711,0.00001466132,0.00005215314,0.0005796954,0.00002316588,0.00002454102,0.0001707905],"genre_scores_gemma":[0.9992415,0.000004690097,0.0001921017,0.000003778125,0.0001954832,4.200008e-7,0.0003396262,0.00001315924,0.000009297047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003268915,"threshold_uncertainty_score":0.2972744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240377836662774,"score_gpt":0.2637475857318503,"score_spread":0.2397098020655729,"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."}}