{"id":"W4399708013","doi":"10.1002/alz.13902","title":"Mild behavioral impairment domains are longitudinally associated with pTAU and metabolic biomarkers in dementia‐free older adults","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Centre Hospitalier Universitaire de Toulouse; Institut National de la Santé et de la Recherche Médicale","keywords":"Dementia; Medicine; Gerontology; Healthy aging; Cognitive impairment; Neuroscience; Psychology; Internal medicine; Disease; Cognition","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":[0.0006141593,0.0002708655,0.0003056547,0.0007123482,0.0004785768,0.0006519753,0.000334349,0.0004732912,0.001890404],"category_scores_gemma":[0.002307385,0.000213787,0.0004699191,0.0006254927,0.0001757431,0.000455041,0.0005708364,0.0006605202,0.0002554089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855201,"about_ca_system_score_gemma":0.0002946741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007328351,"about_ca_topic_score_gemma":0.01183183,"domain_scores_codex":[0.9997938,0.00003707646,0.00003010069,0.00005218925,0.00004064123,0.0000461161],"domain_scores_gemma":[0.9985751,0.0001393624,0.0007671026,0.00009904525,0.0001757065,0.0002436646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632758,0.00003386544,0.9984412,0.000006818909,0.00004469006,0.00002590241,0.00006985133,0.00001916862,0.0001409105,0.000009022179,0.00004918022,0.0009961369],"study_design_scores_gemma":[0.000002144347,0.00005319475,0.9997197,0.000001967129,0.00001134876,0.00003743403,0.00004711239,0.0000490953,0.00002335577,0.00001306585,0.00004035089,0.000001300359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989309,0.0002167179,0.00005396603,0.00003867197,0.000004139667,0.000008899619,0.0004211917,0.000003804522,0.0003217584],"genre_scores_gemma":[0.9990778,0.00005883264,0.0000719435,0.00001590836,0.000004415066,0.000009906142,0.0004883979,9.549087e-7,0.000271735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007328351,"threshold_uncertainty_score":0.01457143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190306298974301,"score_gpt":0.3025406307984281,"score_spread":0.280637567808685,"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."}}