{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001210779,0.0001145467,0.0001378639,0.0001330125,0.00006996139,0.00006730283,0.00003436526,0.0000570001,0.000009413815],"category_scores_gemma":[0.000128261,0.00009568596,0.00005605322,0.0001911369,0.00002736421,0.0003084811,0.00001315578,0.00006983646,0.000001212593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106612,"about_ca_system_score_gemma":0.00001743685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001378498,"about_ca_topic_score_gemma":0.000002808968,"domain_scores_codex":[0.9989663,0.00005742587,0.000244989,0.0003864791,0.0002105796,0.000134212],"domain_scores_gemma":[0.9993352,0.0003774518,0.0001284894,0.0000998727,0.00003102569,0.00002791391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002052028,0.00002991748,0.9558923,0.00003418669,0.00001095903,0.000001445224,0.00002307025,0.003494102,0.02509001,0.000157427,0.00001149966,0.01504987],"study_design_scores_gemma":[0.001376428,0.0001302234,0.9558696,0.00002942399,0.00002648849,3.92663e-7,0.00000191145,0.04110616,0.001088095,0.0002041727,0.00008034426,0.00008673278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972752,0.0000368773,0.001566548,0.00005298368,0.0001459895,0.0006685645,0.00006122667,0.00003456782,0.0001580367],"genre_scores_gemma":[0.9995718,0.00003237134,0.0002916914,0.00001449779,0.00002611838,0.000004773782,0.0000412526,0.00001517145,0.000002336053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03761206,"threshold_uncertainty_score":0.390196,"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."}}