{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004289927,0.001009668,0.001618359,0.002522404,0.0002808987,0.0009995512,0.0007172146,0.001148479,0.003435489],"category_scores_gemma":[0.0009380303,0.0002703933,0.0005096848,0.003265935,0.0004330041,0.001084683,0.0006327152,0.001085953,0.001479642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005584605,"about_ca_system_score_gemma":0.001307351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668807,"about_ca_topic_score_gemma":0.004248035,"domain_scores_codex":[0.9997576,0.00005139385,0.00004745825,0.00003640562,0.00008514668,0.00002207542],"domain_scores_gemma":[0.9997188,0.0001031866,0.00008236867,0.000006605849,0.00006350187,0.00002542277],"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":[0.00009074251,0.00007500181,0.0006550305,0.02672812,0.000241751,0.000319924,0.00008313408,0.0001715481,0.0006737069,0.001171524,0.03234536,0.9374442],"study_design_scores_gemma":[0.00007058804,0.0001870953,0.009427864,0.02404119,0.0006519488,0.006600573,0.0002626333,0.0001157559,0.0004530965,0.003504945,0.9546447,0.00003963994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006872288,0.9993926,0.00001535611,0.00009179078,0.0000618901,0.000001982272,0.000005541307,0.000002068657,0.0003599402],"genre_scores_gemma":[0.0006688607,0.9989262,0.00003677648,0.00008212805,0.00007102996,0.000002668769,0.00001312106,3.227524e-7,0.0001989662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003435489,"threshold_uncertainty_score":0.01149285,"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."}}