{"id":"W4390198608","doi":"10.1002/alz.081779","title":"The Influence of Prior Head Injury on Late‐Life Cognition and White Matter Microstructure in Older Adults At‐Risk of Alzheimer’s disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Fractional anisotropy; Psychology; Cognition; White matter; Traumatic brain injury; Audiology; Episodic memory; Cohort; Effects of sleep deprivation on cognitive performance; Cognitive test; Medicine; Psychiatry; Internal medicine","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":[0.0004098965,0.0003265111,0.0002995541,0.0006059714,0.0004745681,0.0005448449,0.0002541438,0.0004993994,0.001248102],"category_scores_gemma":[0.001862788,0.0001527507,0.0003810908,0.0004851734,0.0002538754,0.0003782493,0.0003388962,0.0003629236,0.0002014213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447265,"about_ca_system_score_gemma":0.0002467033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023454,"about_ca_topic_score_gemma":0.01844973,"domain_scores_codex":[0.99981,0.00004261866,0.00002685558,0.00004812041,0.00003339618,0.00003905623],"domain_scores_gemma":[0.9991261,0.0001203889,0.0003575025,0.00008343346,0.000131513,0.0001809775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006155364,0.0001105981,0.9959758,0.00001592084,0.0001854486,0.0001251583,0.00008872704,0.00003509164,0.0005759684,0.00001414306,0.00007219417,0.002185472],"study_design_scores_gemma":[0.000001784752,0.00008093497,0.999693,0.00000197037,0.00002391368,0.00005586119,0.0000391814,0.00002880947,0.00003476352,0.00001133818,0.00002747777,9.055974e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991615,0.0003494815,0.00003002396,0.0000308339,0.000004898212,0.000003219757,0.0001430365,0.000001658709,0.0002754146],"genre_scores_gemma":[0.999529,0.0001071963,0.00003470373,0.00001761155,0.000009639736,0.000003061605,0.0001484714,7.476299e-7,0.0001496124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023454,"threshold_uncertainty_score":0.02034992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460893294975164,"score_gpt":0.3113193150756141,"score_spread":0.2867103821258625,"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."}}