{"id":"W2088802425","doi":"10.1161/strokeaha.110.596056","title":"Leukoaraiosis and Stroke","year":2010,"lang":"en","type":"review","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging; Canadian Institutes of Health Research; National Institutes of Health; Heart and Stroke Foundation of Canada; Alberta Innovates; Fondation pour la Recherche Médicale; Canadian Stroke Network","keywords":"Leukoaraiosis; Medicine; Stroke (engine); Cerebral amyloid angiopathy; Dementia; Neuroimaging; Lacunar stroke; White matter; Cardiology; Vascular dementia; Vascular disease; Internal medicine; Hyperintensity; Angiopathy; Pathology; Magnetic resonance imaging; Ischemic stroke; Ischemia; Disease; Radiology; Diabetes mellitus; Psychiatry; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001995498,0.0005738024,0.002026418,0.000327516,0.00006532802,0.00004585962,0.0002389935,0.0005745592,0.000324503],"category_scores_gemma":[0.0001204301,0.0004487365,0.0005580587,0.0001569082,0.00015746,0.00004774562,0.0003311953,0.001238093,0.0002691422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134067,"about_ca_system_score_gemma":0.0001899073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000120644,"about_ca_topic_score_gemma":0.000003447193,"domain_scores_codex":[0.9978877,0.00003690951,0.0005539103,0.0006598605,0.0004069693,0.0004546718],"domain_scores_gemma":[0.9984112,0.00011608,0.0002748007,0.0008698814,0.0000498629,0.0002781704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006103241,0.00002994856,0.00004513044,0.00794625,0.0004194861,0.00006567356,0.00001176546,2.234197e-9,0.00001655926,0.000065639,0.02856362,0.9628298],"study_design_scores_gemma":[0.0004619654,0.00009932416,0.00001988101,0.003552162,0.003507865,0.0002417026,0.0000195474,0.000001263978,0.00001166656,0.00000125378,0.9917631,0.0003202517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003236676,0.8894353,0.00003001649,0.0001229945,0.0004423243,0.001045816,0.0002337644,0.0001166831,0.1085408],"genre_scores_gemma":[0.000006694845,0.9259266,0.001955713,0.0001819359,0.0006838139,0.0001332268,0.0001375269,0.00009996437,0.07087458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9631995,"threshold_uncertainty_score":0.9997965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282054936319417,"score_gpt":0.3205068515299891,"score_spread":0.2876863021667949,"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."}}