{"id":"W3201747589","doi":"10.1016/j.neurobiolaging.2021.09.023","title":"Mind the gaps: functional networks disrupted by white matter hyperintensities are associated with greater falls risk","year":2021,"lang":"en","type":"article","venue":"Neurobiology of Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"GF Strong Rehabilitation Centre; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Michael Smith Health Research BC; University of British Columbia; Canada Research Chairs; Canadian Institutes of Health Research; Alzheimer Society; Heart and Stroke Foundation of Canada","keywords":"Hyperintensity; Dorsum; White matter; Physical medicine and rehabilitation; Gait; Association (psychology); Lesion; Psychology; Physical activity; Neuroscience; Medicine; Magnetic resonance imaging; Anatomy; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003322212,0.0003246091,0.0002273323,0.0005905384,0.0004513551,0.0006641709,0.0003358636,0.0006830837,0.003424175],"category_scores_gemma":[0.002262641,0.0002006291,0.0002037982,0.0004738837,0.0003709368,0.0009446262,0.0006127462,0.0006020809,0.0001862519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238031,"about_ca_system_score_gemma":0.0004302126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006047691,"about_ca_topic_score_gemma":0.01096115,"domain_scores_codex":[0.9998815,0.00001581861,0.000009645792,0.00004404916,0.00001949178,0.00002943155],"domain_scores_gemma":[0.9991637,0.0001093959,0.000481101,0.00004044153,0.00007009067,0.0001353269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001108489,0.0003723416,0.9485608,0.000140001,0.0005211802,0.0008855933,0.0008527192,0.0006231192,0.008680976,0.001126247,0.002236686,0.03489189],"study_design_scores_gemma":[0.00001556271,0.00007063839,0.9951043,0.0000321984,0.00008539945,0.0005756398,0.000324185,0.0005164627,0.0002820641,0.002609521,0.0003771083,0.000006827341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967294,0.0007546954,0.0003800115,0.0009257243,0.00002649556,0.000005288308,0.0002005618,0.000009634073,0.00096831],"genre_scores_gemma":[0.9986848,0.0002550065,0.0002925287,0.0001508124,0.00004486771,0.000003685794,0.0001176433,0.000005609145,0.000445035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006047691,"threshold_uncertainty_score":0.012025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751786622682918,"score_gpt":0.2683407191312509,"score_spread":0.2508228529044217,"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."}}