{"id":"W4405415539","doi":"10.1177/08982643241307757","title":"Associations of Muscle-Strengthening Activity and Cognitive Function in Community-Dwelling Middle-Aged and Older Adults","year":2024,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Gerontology; Cross-sectional study; Logistic regression; Medicine; Odds ratio; Odds; Physical therapy; Longitudinal study; Psychology; Cognitive impairment; Demography; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00175196,0.00006616347,0.0002923137,0.0002997149,0.0002142429,0.00002341991,0.00001227827,0.00004358769,0.000003512069],"category_scores_gemma":[0.00006371364,0.00005930411,0.00002565536,0.0001352913,0.00003848773,0.0001215349,0.00001259304,0.0008164324,9.260746e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005774209,"about_ca_system_score_gemma":0.0001303195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004542719,"about_ca_topic_score_gemma":0.0001745916,"domain_scores_codex":[0.999125,0.0001814494,0.0003674137,0.00007388981,0.0001224109,0.0001298102],"domain_scores_gemma":[0.999119,0.0004119615,0.0002239199,0.00003370121,0.00007692914,0.0001344708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004834271,0.0005691468,0.4653717,0.01226525,0.0001882541,0.00004821767,0.09045377,0.000005202175,0.0006599755,0.0002032313,0.0002126711,0.4295392],"study_design_scores_gemma":[0.00221,0.000443585,0.9749177,0.01434555,0.00007131958,0.00009449594,0.006645038,0.0009270591,0.0000475842,0.0001981459,0.00005029736,0.00004925422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842511,0.01075247,0.0004027605,0.004300406,0.0001060457,0.0001141216,0.0000079835,0.00001073347,0.0000544144],"genre_scores_gemma":[0.9961203,0.002796543,0.0004569101,0.0005067665,0.00009635312,8.037975e-7,0.000003591055,0.000007828593,0.00001092485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.509546,"threshold_uncertainty_score":0.3547038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08798526598475967,"score_gpt":0.3727373858627598,"score_spread":0.2847521198780001,"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."}}