{"id":"W4386171469","doi":"10.1016/j.arr.2023.102042","title":"Vascular cognitive impairment – Past, present, and future challenges","year":2023,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; David och Astrid Hageléns Stiftelse; Vetenskapsrådet; Stockholms Läns Landsting; Stiftelsen Olle Engkvist Byggmästare; Alzheimerfonden; Hjärnfonden; Stiftelsen för Gamla Tjänarinnor; Center for Innovative Medicine; Karolinska Institutet; Loo och Hans Ostermans Stiftelse för Medicinsk Forskning","keywords":"Dementia; Disease; Cognition; Psychology; Cognitive impairment; Neuroimaging; Neuroscience; Leverage (statistics); Vascular dementia; Genetic predisposition; Bioinformatics; Medicine; Pathology; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004299182,0.0006281974,0.003287107,0.0006103865,0.0002636605,0.0001176582,0.0002953081,0.0003148557,0.0001976919],"category_scores_gemma":[0.0003196037,0.0004207324,0.001822675,0.0008496612,0.0002373391,0.00009677855,0.0005246375,0.001316606,0.001310434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452433,"about_ca_system_score_gemma":0.0003385208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002277838,"about_ca_topic_score_gemma":0.000006968423,"domain_scores_codex":[0.9935205,0.0022984,0.0008705374,0.001127788,0.001262533,0.0009202284],"domain_scores_gemma":[0.9971464,0.0006570533,0.0001983658,0.001064447,0.0002699721,0.0006637667],"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":[0.000004703325,0.0001216917,0.00000827625,0.135836,0.0007466276,0.0002355589,0.0001190997,2.251862e-9,2.948692e-8,0.0000281034,0.01122383,0.851676],"study_design_scores_gemma":[0.0004582155,0.0002606213,0.0004271695,0.08757218,0.002054931,0.0001201382,0.0003142795,6.101096e-7,8.209295e-8,0.00002241282,0.9084502,0.0003191599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006334306,0.9893228,0.000001234744,0.000557431,0.0001429812,0.007749819,0.000039217,0.0001170427,0.002063075],"genre_scores_gemma":[0.000001085363,0.9896975,0.00001970818,0.00004054496,0.00622862,0.002295798,0.0003080073,0.0001560651,0.001252627],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8972264,"threshold_uncertainty_score":0.9998245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2292602423983518,"score_gpt":0.4512073072408614,"score_spread":0.2219470648425096,"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."}}