{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002198709,0.0001346492,0.0001717744,0.00007314019,0.0001768916,0.00006858852,0.00007964412,0.00009740095,0.0001391438],"category_scores_gemma":[0.00004057947,0.00009170084,0.0001686589,0.0001921557,0.0002221591,0.00007493061,0.00004450248,0.0001540505,0.00000231592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001834028,"about_ca_system_score_gemma":0.00005421105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003589577,"about_ca_topic_score_gemma":0.000538136,"domain_scores_codex":[0.9989796,0.00005871149,0.0002847422,0.0002553781,0.0002887805,0.0001328336],"domain_scores_gemma":[0.9994618,0.0001524085,0.00007160084,0.0001424353,0.0001344106,0.00003728934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007032099,0.0003700993,0.9379623,0.00003454264,0.0002251182,0.000001272495,0.001006746,9.16454e-7,0.0006043726,0.0006561552,0.0003062946,0.05876189],"study_design_scores_gemma":[0.003412014,0.00003864295,0.9902875,0.000126846,0.001011321,0.000004223709,0.002669661,0.00023423,0.0002255464,0.001370977,0.0005190583,0.00009994875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941525,0.001093262,0.0004954462,0.001988683,0.0001529741,0.0007620785,0.00003992557,0.00001425405,0.001300807],"genre_scores_gemma":[0.9981235,0.000575216,0.00008760613,0.0005615231,0.00003073804,0.0001016627,0.0003999372,0.000007116763,0.0001127357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05866194,"threshold_uncertainty_score":0.3739452,"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."}}