{"id":"W3216286407","doi":"10.3390/nu13124239","title":"Cognitive Frailty in Thai Community-Dwelling Elderly: Prevalence and Its Association with Malnutrition","year":2021,"lang":"en","type":"article","venue":"Nutrients","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine, Chiang Mai University; Chiang Mai University","keywords":"Malnutrition; Gerontology; Association (psychology); Medicine; Cognition; Cross-sectional study; Environmental health; Psychology; Psychiatry; Internal medicine","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":[0.0003810868,0.0002350834,0.0002556498,0.001089706,0.0004761258,0.0006705655,0.0001853195,0.0003326794,0.0008395191],"category_scores_gemma":[0.001283837,0.0002653155,0.0003190372,0.001196895,0.0003507797,0.000396489,0.0004768424,0.0003369265,0.0001003925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714912,"about_ca_system_score_gemma":0.0002975026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01742109,"about_ca_topic_score_gemma":0.01541576,"domain_scores_codex":[0.9997906,0.00004406272,0.00004124022,0.0000368885,0.00004650415,0.00004070708],"domain_scores_gemma":[0.9993582,0.0001084216,0.0002268684,0.00002821059,0.0001145853,0.0001637529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005717636,0.00003844761,0.9974874,0.00002850334,0.00002873708,0.0002123853,0.000408657,0.00001875957,0.0001388434,0.000009180239,0.00004428294,0.001527615],"study_design_scores_gemma":[0.000004046317,0.0001103466,0.9978948,0.0000145817,0.00002231114,0.0007080619,0.0009519557,0.0001612259,0.00001694523,0.00002832093,0.0000825549,0.000004899295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994645,0.0002446389,0.00002393814,0.00002405112,0.000002578949,0.000003931246,0.00005260998,7.55464e-7,0.0001831007],"genre_scores_gemma":[0.9996585,0.000194893,0.00002124905,0.000009351601,0.00000517857,0.000003941275,0.00005602587,3.359089e-7,0.00005062979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742109,"threshold_uncertainty_score":0.03463942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06480642746778267,"score_gpt":0.3472937067993273,"score_spread":0.2824872793315446,"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."}}