{"id":"W3010483969","doi":"10.1161/strokeaha.119.028179","title":"Reduced Cognitive Assessment Scores Among Individuals With Magnetic Resonance Imaging–Detected Vascular Brain Injury","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Brain Institute; Health Sciences Centre; Sunnybrook Health Science Centre; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; BC Cancer Agency; St. Joseph’s Healthcare Hamilton; St Joseph's Health Care; Population Health Research Institute; Western University; St. Paul's Hospital; St. Michael's Hospital; Brampton Civic Hospital; Montreal Heart Institute; University of British Columbia; William Osler Health System; Ontario Institute for Cancer Research; University of Toronto; University of Ottawa; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; Hamilton Health Sciences; Alberta Health Services; Simon Fraser University; McGill University; Impact; McMaster University; Université de Montréal","funders":"Canadian Institutes of Health Research; Partenariat Canadien Contre Le Cancer; BC Cancer Foundation; Fondation Institut de Cardiologie de Montréal; University of Toronto; Dalhousie University; Alberta Cancer Foundation; Sunnybrook Research Institute; Université Laval; Pfizer; Heart and Stroke Foundation of Canada; Bayer; Institut de Cardiologie de Montréal","keywords":"Medicine; Montreal Cognitive Assessment; Hyperintensity; Cardiology; Internal medicine; White matter; Magnetic resonance imaging; Population; Cognitive decline; Digit symbol substitution test; Leukoaraiosis; Physical therapy; Pathology; Radiology; Disease; Cognitive impairment; Dementia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007419236,0.0004057078,0.000382078,0.001009656,0.0003084501,0.0007016159,0.0004632657,0.0006281093,0.001402769],"category_scores_gemma":[0.00477312,0.0002614417,0.0005560955,0.0007229872,0.0003644055,0.0004857928,0.0004723697,0.0007184535,0.0002031196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541656,"about_ca_system_score_gemma":0.0002275379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006283706,"about_ca_topic_score_gemma":0.00693739,"domain_scores_codex":[0.9995008,0.0001167245,0.00005525675,0.0001384866,0.0001092731,0.00007947782],"domain_scores_gemma":[0.9975883,0.0005682121,0.001179336,0.0001663482,0.0002274964,0.0002703545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001168628,0.0000297424,0.9984909,0.00000673909,0.00007043466,0.00003917992,0.00003636678,0.00002811837,0.00004444653,0.000008787442,0.00006679956,0.001061595],"study_design_scores_gemma":[0.000003923486,0.00005028475,0.9996075,0.000003599219,0.00002481215,0.0001022975,0.00003450385,0.0001034074,0.00001504858,0.00002257948,0.00003043909,0.000001656008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992597,0.0002085698,0.00004327856,0.00005020607,0.000006921196,0.000002486292,0.000186403,0.00000364552,0.0002388432],"genre_scores_gemma":[0.9995961,0.00006008536,0.00003402479,0.00002331664,0.0000130366,0.000002880262,0.0002133962,9.33712e-7,0.00005633284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006283706,"threshold_uncertainty_score":0.01249427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009991289342084913,"score_gpt":0.2639116503696811,"score_spread":0.2539203610275962,"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."}}