{"id":"W4413101729","doi":"10.1111/nhs.70203","title":"The Relationship Between Xerostomia, Nutrition, and Frailty in Older Patients Undergoing Hemodialysis","year":2025,"lang":"en","type":"article","venue":"Nursing and Health Sciences","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Gerontology; Intensive care medicine; 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":[0.001096147,0.0001646457,0.0002806727,0.0006850241,0.0004763438,0.0004968169,0.0001680128,0.0003797071,0.0007598262],"category_scores_gemma":[0.004838369,0.0001779322,0.0003054765,0.0006334658,0.0002245439,0.0004733196,0.0004522605,0.0006840713,0.00008992965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858072,"about_ca_system_score_gemma":0.000439051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00446995,"about_ca_topic_score_gemma":0.008018534,"domain_scores_codex":[0.9995383,0.0001818947,0.00006442109,0.00004219857,0.0001002639,0.00007297839],"domain_scores_gemma":[0.997807,0.0006541802,0.000877312,0.000066774,0.0002129542,0.0003817546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003833232,0.00003940684,0.9989478,0.000004762863,0.00001888453,0.00002256109,0.000107143,0.00001843495,0.00004342681,0.000004109947,0.00002166474,0.0007335029],"study_design_scores_gemma":[0.000002739289,0.0001084088,0.9994486,0.000004152269,0.000007773352,0.00007067529,0.0001707561,0.0001102098,0.00001195843,0.00001249966,0.00005001574,0.000002139338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996011,0.0001465084,0.00003241106,0.00004367391,0.000002711163,0.000005061049,0.00004535949,5.995903e-7,0.0001224452],"genre_scores_gemma":[0.9996902,0.00008579047,0.00007044157,0.00002435106,0.000005265251,0.000006638721,0.00007004885,2.908451e-7,0.00004702068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00446995,"threshold_uncertainty_score":0.008887887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184379974589484,"score_gpt":0.4335496445002845,"score_spread":0.3151116470413361,"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."}}