{"id":"W4414297447","doi":"10.1038/s41422-025-01175-8","title":"White matter interactome in vascular dementia","year":2025,"lang":"en","type":"article","venue":"Cell Research","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"White matter; Neuroprotection; Ischemia; Remyelination; Dementia; Vascular dementia; Interactome; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002642786,0.00008142855,0.00009465801,0.0003030497,0.0001032211,0.00008351875,0.0003099188,0.00004093838,0.002363351],"category_scores_gemma":[0.00008252016,0.00006507853,0.00005208498,0.0006368349,0.00006235095,0.00007361015,0.0003033321,0.0002928408,0.001915522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003544419,"about_ca_system_score_gemma":0.00003096069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001983079,"about_ca_topic_score_gemma":0.000005023167,"domain_scores_codex":[0.9983293,0.0003564361,0.0001261317,0.000421627,0.0003418195,0.0004247242],"domain_scores_gemma":[0.9994013,0.0001961948,0.00001072016,0.0002868191,0.0000271401,0.00007784201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002511198,0.002781882,0.5492573,0.0002076377,0.0000248558,0.001731053,0.0001601695,0.00005703318,0.422912,0.006422556,0.01102846,0.005165911],"study_design_scores_gemma":[0.002468554,0.0002959328,0.5681848,0.00007492788,0.00002148997,0.000001521731,0.0000633142,0.0008371149,0.3686516,0.02152829,0.03760585,0.0002666152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321818,0.0001304913,0.00006687909,0.0005629609,0.0001048568,0.00029997,0.000003906115,0.00001954828,0.06662963],"genre_scores_gemma":[0.9932274,0.00006412138,0.00002519689,0.0009315377,0.000006947544,0.0000684146,0.00000131502,0.000007472643,0.005667592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06104565,"threshold_uncertainty_score":0.9988616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06845361199173416,"score_gpt":0.3712344086086916,"score_spread":0.3027807966169574,"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."}}