{"id":"W2231890952","doi":"","title":"Nutrition and health-related quality of life in frail older adults.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Quality of life (healthcare); Gerontology; Risk factor; Cross-sectional study; Multivariate analysis; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008680088,0.0001983691,0.0002770405,0.0004651379,0.000203362,0.0002874712,0.0001384784,0.0002885,0.001613232],"category_scores_gemma":[0.003231978,0.0001104982,0.000279445,0.0004942684,0.000189432,0.0002749756,0.0003281325,0.0003945679,0.0001177735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335338,"about_ca_system_score_gemma":0.000246238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004215008,"about_ca_topic_score_gemma":0.006297808,"domain_scores_codex":[0.9997767,0.0000872513,0.00002363155,0.00002628704,0.00005497279,0.00003129416],"domain_scores_gemma":[0.9988385,0.0002285171,0.0005942588,0.00003452482,0.000097711,0.0002064581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001266036,0.00009115664,0.9953071,0.00004765422,0.00008365203,0.00002459647,0.00007275629,0.00006257073,0.00008139068,0.00001474639,0.0001152862,0.003972366],"study_design_scores_gemma":[0.000005447112,0.0001873565,0.9994065,0.00001221964,0.00002337972,0.00006017786,0.00003472768,0.0001225035,0.00001685958,0.00002962913,0.000100102,0.000001325314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978186,0.001253899,0.00007493933,0.0001465166,0.000004910895,0.000009539113,0.0003900958,0.000002740048,0.000298749],"genre_scores_gemma":[0.9989856,0.0003769524,0.0001539169,0.00003905317,0.000006074569,0.000008894049,0.0003327047,5.245715e-7,0.0000963495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004215008,"threshold_uncertainty_score":0.008380949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08626961874290855,"score_gpt":0.3420539113005054,"score_spread":0.2557842925575968,"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."}}