{"id":"W4310464199","doi":"10.1007/s11357-022-00703-3","title":"Handgrip strength is associated with learning and verbal fluency in older men without dementia: insights from the NHANES","year":2022,"lang":"en","type":"article","venue":"GeroScience","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Medical Research Council","keywords":"Verbal fluency test; National Health and Nutrition Examination Survey; Dementia; Boston Naming Test; Grip strength; Gerontology; Medicine; Cohort; Cognition; Hand strength; Digit symbol substitution test; Population; Trail Making Test; Cognitive test; Physical therapy; Disease; Neuropsychology; Psychiatry; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0002634035,0.00007355385,0.0001323556,0.00005054097,0.0005350291,0.00003194478,0.00008406199,0.00002118873,0.0001650796],"category_scores_gemma":[0.00005628376,0.00004928376,0.00001063942,0.0003559953,0.0001094284,0.00007363494,0.00007383848,0.000316694,0.000002204901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006348216,"about_ca_system_score_gemma":0.00008630331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022967,"about_ca_topic_score_gemma":0.00007177528,"domain_scores_codex":[0.9989594,0.0000956006,0.0001326106,0.0002416565,0.0003726109,0.0001981027],"domain_scores_gemma":[0.9996602,0.00008405767,0.00007044853,0.00009087376,0.0000255078,0.00006889577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007374545,0.0001630817,0.9779488,0.00001680684,0.00001727434,0.0000325352,0.01367097,0.000009308477,0.0060893,0.00009333661,0.0008121857,0.001072664],"study_design_scores_gemma":[0.003909909,0.000440694,0.9751006,0.000284844,0.00005040528,0.00001963925,0.007401012,0.003628091,0.0009997884,0.0002448876,0.007744157,0.0001759731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964086,0.0007801925,0.00003772035,0.001661645,0.00007812555,0.0002025844,0.000006532206,0.00002924187,0.0007954017],"genre_scores_gemma":[0.9974633,0.00006314041,0.0001233999,0.001816238,0.00002494139,0.00003012871,0.000009212606,0.000006354432,0.0004633172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006931971,"threshold_uncertainty_score":0.4115065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839826389395837,"score_gpt":0.2840926308532999,"score_spread":0.2656943669593415,"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."}}