{"id":"W7115928472","doi":"10.1016/j.cccb.2025.100525","title":"The international society of vascular behavioural and cognitive disorders: highlights from VasCog 2025 in the UK.","year":2025,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"CADASIL; Cognition; Repurposing; Disease; Key (lock); Drug repositioning; Drug","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00406824,0.001207444,0.00107345,0.001367279,0.0009145013,0.00406023,0.001257672,0.009289291,0.02674296],"category_scores_gemma":[0.006147597,0.0003324087,0.001021539,0.0008945441,0.001161696,0.002442268,0.003245808,0.008916093,0.01097976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002849294,"about_ca_system_score_gemma":0.01029103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214639,"about_ca_topic_score_gemma":0.02020162,"domain_scores_codex":[0.9982262,0.0002989537,0.0001755062,0.0001974161,0.0005883423,0.0005135314],"domain_scores_gemma":[0.9896821,0.00133427,0.000482129,0.0001956103,0.002003119,0.006302631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001271134,0.00003713217,0.0004624877,0.0003002291,0.00001644048,0.0002811275,0.00003025868,0.00005944488,0.0001433754,0.001527264,0.9340906,0.06292451],"study_design_scores_gemma":[0.0001262841,0.00009169097,0.005877306,0.001080678,0.0000300483,0.0004047199,0.0001376259,0.0001013503,0.00006565331,0.001443839,0.9906108,0.0000300575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001237557,0.1259384,0.0004808809,0.6317958,0.20922,0.00007644808,0.002346681,0.0002635221,0.02864081],"genre_scores_gemma":[0.03660494,0.2023587,0.003668341,0.4048243,0.2294365,0.0003894347,0.007372267,0.000313694,0.1150319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02674296,"threshold_uncertainty_score":0.08946413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820462214210068,"score_gpt":0.276511447623275,"score_spread":0.2583068254811743,"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."}}