{"id":"W4390193725","doi":"10.1002/alz.073528","title":"Cumulative Frailty in Late‐Middle Aged Men is Associated with Later Regional Abnormal White Matter and Decreased Processing Speed","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Hyperintensity; Neuropsychology; White matter; Psychology; Verbal fluency test; Medicine; Magnetic resonance imaging; Gerontology; Neuroscience; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003932613,0.0004442584,0.0003927312,0.0007832018,0.000512548,0.0005270204,0.000354325,0.0004458108,0.002519293],"category_scores_gemma":[0.001690959,0.000367598,0.0004506061,0.0007697484,0.0002950083,0.0003019129,0.0004158149,0.0005160078,0.0002313273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661999,"about_ca_system_score_gemma":0.00021662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006287691,"about_ca_topic_score_gemma":0.00544555,"domain_scores_codex":[0.9998578,0.00002426313,0.00001569976,0.00005959051,0.00002064468,0.00002194214],"domain_scores_gemma":[0.99919,0.00009960036,0.000360388,0.0001043426,0.00006258593,0.0001830869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000378327,0.00004233851,0.9972916,0.000007378219,0.00009075022,0.0001449311,0.00009672673,0.00004805489,0.0006665993,0.0000216824,0.00006398455,0.001147549],"study_design_scores_gemma":[0.000003545993,0.0000630962,0.9993935,0.000002139147,0.00003212163,0.0001854598,0.00004369375,0.000155004,0.00005283396,0.00003029971,0.00003603086,0.000002336639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994635,0.0001864485,0.00008235729,0.00001888737,0.00000542211,0.000002153281,0.0001175538,0.000003238597,0.0001202845],"genre_scores_gemma":[0.9996785,0.00003794648,0.00004904031,0.000005386473,0.000006826285,0.000002051377,0.00008614486,0.00000133363,0.0001329159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006287691,"threshold_uncertainty_score":0.01250219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503591624190272,"score_gpt":0.2870248928167664,"score_spread":0.2366657303977392,"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."}}