{"id":"W2075977497","doi":"10.1161/01.str.0000017878.85274.44","title":"Societal Costs of Vascular Cognitive Impairment in Older Adults","year":2002,"lang":"en","type":"article","venue":"Stroke","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Health Canada; Dalhousie University; Nova Scotia Health Research Foundation; Dalhousie Medical Research Foundation; Université de Sherbrooke; Canadian Health Services Research Foundation; University of Ottawa; McGill University","keywords":"Medicine; Cognitive impairment; Cognition; Gerontology; Stroke (engine); Intensive care medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002052908,0.000116281,0.0002344525,0.0001354595,0.00002549681,0.00000732329,0.00005490821,0.00005828822,0.002501848],"category_scores_gemma":[0.00005681748,0.0001020068,0.0001653744,0.0001821646,0.0001015649,0.00005979117,0.00004851163,0.000183537,0.0001227497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008027216,"about_ca_system_score_gemma":0.00003136656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006458171,"about_ca_topic_score_gemma":0.00001481516,"domain_scores_codex":[0.9986432,0.00005644814,0.0002237639,0.0002270735,0.0005130565,0.0003364781],"domain_scores_gemma":[0.9994915,0.00005212166,0.00004388253,0.0001219469,0.0001729086,0.0001176139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000437302,0.003063277,0.9351737,0.0002434522,0.0003145843,0.0001824701,0.00189261,3.507475e-7,0.00139463,0.00004375336,0.001375403,0.05587849],"study_design_scores_gemma":[0.01114162,0.001135171,0.9760736,0.0006480002,0.00008702846,0.00001186522,0.002894438,0.0004890152,0.007279413,0.000007174211,0.0001160335,0.0001166825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981043,0.0005474644,0.00007649423,0.0001930438,0.00003924501,0.0008491596,0.00003303073,0.00001765061,0.01720095],"genre_scores_gemma":[0.9974658,0.0001889231,0.00005744614,0.000156958,0.0000420442,0.00006372597,0.00002365442,0.00001291826,0.001988515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05576181,"threshold_uncertainty_score":0.99841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231509838862357,"score_gpt":0.2900183790874107,"score_spread":0.2777032806987871,"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."}}