{"id":"W3124987509","doi":"10.3390/nu13020418","title":"Frailty Severity and Cognitive Impairment Associated with Dietary Diversity in Older Adults in Taiwan","year":2021,"lang":"en","type":"article","venue":"Nutrients","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Biomedical Sciences, Academia Sinica; Health Promotion Administration, Ministry of Health and Welfare; Academia Sinica","keywords":"Cognition; Odds ratio; Medicine; Gerontology; Confidence interval; Montreal Cognitive Assessment; Cross-sectional study; Cognitive decline; Effects of sleep deprivation on cognitive performance; Mini–Mental State Examination; Environmental health; Dementia; Cognitive impairment; Internal medicine; Psychiatry; Disease; Pathology","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":[0.0005998954,0.0003275899,0.0003596032,0.001212755,0.000398792,0.0005472805,0.000269521,0.0004258633,0.0006974622],"category_scores_gemma":[0.001891093,0.0002288206,0.0005639954,0.001252403,0.0002672457,0.0004925012,0.0007260598,0.0004980018,0.0000871943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838116,"about_ca_system_score_gemma":0.0003347662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01247072,"about_ca_topic_score_gemma":0.0160111,"domain_scores_codex":[0.9996967,0.00005408379,0.00007533745,0.00008267014,0.00004145834,0.00004978661],"domain_scores_gemma":[0.9989179,0.0001023019,0.0005995582,0.00007613511,0.0001252559,0.0001787626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005547771,0.00001892166,0.9985781,0.00001739526,0.00007315861,0.00005448775,0.00009386158,0.00002240652,0.0001155849,0.000008350145,0.00003249476,0.0009298276],"study_design_scores_gemma":[0.000003344733,0.00003338011,0.9995655,0.000006253226,0.00002423578,0.00008266284,0.0001108031,0.00009176149,0.00001441639,0.00001960008,0.00004525953,0.000002705271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992589,0.0002996369,0.00004624715,0.00004297898,0.000003536917,0.000005674543,0.0001474006,0.000001437077,0.0001940081],"genre_scores_gemma":[0.9996282,0.00007922942,0.00003837117,0.00001793602,0.000006688882,0.000005270088,0.000168436,4.892866e-7,0.000055471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247072,"threshold_uncertainty_score":0.02479625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885146927275412,"score_gpt":0.2594951344430538,"score_spread":0.2406436651702997,"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."}}