{"id":"W4404341202","doi":"10.1161/circ.150.suppl_1.4138781","title":"Abstract 4138781: Neuro-specific biomarkers for risk assessment of ischemic stroke and death in patients with atrial fibrillation not receiving oral anticoagulation","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Ischemic stroke; Cardiology; Internal medicine; Intensive care medicine; 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":[0.000859086,0.0004495202,0.0008352005,0.0005873946,0.0001779697,0.0005295115,0.0002885236,0.0004027276,0.002438009],"category_scores_gemma":[0.001686948,0.0001117391,0.000308621,0.0007621758,0.000109144,0.0002801741,0.0002314341,0.0003723215,0.0006612322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834607,"about_ca_system_score_gemma":0.0002545277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002997232,"about_ca_topic_score_gemma":0.0004841746,"domain_scores_codex":[0.9996246,0.0001349344,0.0000474361,0.00006922802,0.00009113001,0.00003265115],"domain_scores_gemma":[0.9989033,0.0002591051,0.0004795393,0.00005295379,0.0001585648,0.0001465325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007765381,0.0002654406,0.9385411,0.0003171179,0.000543667,0.0001422222,0.00005297959,0.0003309308,0.005908394,0.00004585229,0.002117799,0.04396906],"study_design_scores_gemma":[0.0004251573,0.001479086,0.9928584,0.00004948732,0.0002825963,0.0005612008,0.00003116382,0.001211584,0.001382536,0.0001468284,0.001559635,0.00001235109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844884,0.008171769,0.0009748338,0.0004547877,0.0001111158,0.0001227182,0.003563729,0.00007454794,0.002038053],"genre_scores_gemma":[0.9929213,0.00122479,0.001992217,0.0001655242,0.000190057,0.0001811932,0.002411966,0.000007000969,0.0009059227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438009,"threshold_uncertainty_score":0.008155942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994642857689711,"score_gpt":0.2913973690595029,"score_spread":0.2514509404826057,"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."}}