{"id":"W2100628038","doi":"10.1186/1742-4933-6-13","title":"Pathophysiology of vascular dementia","year":2009,"lang":"en","type":"article","venue":"Immunity & Ageing","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Università degli Studi di Palermo","keywords":"Dementia; Medicine; Cognitive impairment; Vascular dementia; Etiology; Cognition; Stroke (engine); Intensive care medicine; Psychiatry; Pathology; Disease","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":[0.0001835892,0.00007331032,0.0002017039,0.0000633499,0.00006438255,0.000003413101,0.00007795575,0.00005230245,0.0001588455],"category_scores_gemma":[0.00005469574,0.00007219504,0.0001796829,0.000126721,0.00005245182,0.00002293319,0.00002394397,0.0001228687,0.0000129706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008471873,"about_ca_system_score_gemma":0.00003688133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002437322,"about_ca_topic_score_gemma":0.00001094228,"domain_scores_codex":[0.9994002,0.00007393882,0.0001549275,0.00009138521,0.0001256226,0.0001539158],"domain_scores_gemma":[0.999467,0.0000163104,0.00003790147,0.0003782497,0.00005584654,0.0000446805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009872427,0.0008115043,0.004448608,0.0001451053,0.0008331946,0.0000567617,0.003448413,0.0001158029,0.3014042,0.0008386707,0.0003828553,0.6874161],"study_design_scores_gemma":[0.002379671,0.0005878111,0.9683306,0.0001336712,0.0005141274,0.000008316994,0.0009864457,0.00008144732,0.007252344,0.003722294,0.01581261,0.0001907194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865173,0.002767985,0.0008424395,0.0002094205,0.00004984001,0.000135486,3.942915e-7,0.00002804325,0.009449134],"genre_scores_gemma":[0.9977803,0.000645923,0.0009494236,0.000492153,0.00002568855,0.000001386249,0.00001654983,0.000006788967,0.0000817686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9638819,"threshold_uncertainty_score":0.2944028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008536773892126728,"score_gpt":0.2495849541818543,"score_spread":0.2410481802897275,"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."}}