{"id":"W4415422395","doi":"10.1093/ndt/gfaf116.1766","title":"#3054 A single-centre, cross-sectional study of frailty prevalence and its related risk factors of Indonesian hemodialysis outpatients","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Diabetes mellitus; Epidemiology; Dialysis; Body mass index; Indonesian; Multivariate analysis; Disease","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":[0.0005081687,0.0002191851,0.0002910719,0.0005234064,0.0006733862,0.0004715493,0.0002491822,0.0002712792,0.002923255],"category_scores_gemma":[0.0007264398,0.0003751202,0.0002573061,0.0005249648,0.0001961565,0.0004054984,0.0003221514,0.0004160431,0.0006021386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321054,"about_ca_system_score_gemma":0.0004160786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008287224,"about_ca_topic_score_gemma":0.01222877,"domain_scores_codex":[0.9997616,0.00004489746,0.00004447005,0.00006042558,0.00004959734,0.00003903282],"domain_scores_gemma":[0.999499,0.0000735049,0.0001878709,0.00003002465,0.00007026158,0.000139349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002870295,0.00009615042,0.998941,0.00001040542,0.000009527329,0.00005695116,0.000116375,0.000004739252,0.0001263765,0.000003525818,0.0001020206,0.0005042743],"study_design_scores_gemma":[0.000005195881,0.0001482148,0.9989021,0.000008854166,0.00000979465,0.000269039,0.0004119663,0.00006055868,0.00002943481,0.000004949784,0.0001475116,0.000002280579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992017,0.00006383214,0.0000350123,0.00002612419,0.000003893288,0.00001752104,0.0003590881,0.000001473268,0.000291207],"genre_scores_gemma":[0.9988631,0.00006981431,0.0001124898,0.000063648,0.000008770077,0.00003479032,0.0004474288,0.000001137004,0.0003987958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008287224,"threshold_uncertainty_score":0.01647794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270903519484754,"score_gpt":0.2989178661434091,"score_spread":0.2762088309485616,"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."}}