{"id":"W3033578500","doi":"10.1093/ndt/gfaa142.p1584","title":"P1584FRAILTY IN MAINTENANCE HEMODIALYSIS PATIENTS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anthropometry; Hemodialysis; Dialysis; Malnutrition; Body mass index; Waist; Diabetes mellitus; Population; Physical therapy; Internal medicine; Gerontology; Environmental health","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":[0.0002500751,0.0001474845,0.0002542257,0.0004682446,0.0005286658,0.0004841522,0.0002008285,0.00025676,0.004785846],"category_scores_gemma":[0.001098985,0.00007769309,0.0003518476,0.0007545441,0.0001949423,0.0002547989,0.0003145564,0.0004271819,0.0003290733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759637,"about_ca_system_score_gemma":0.0003376659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572004,"about_ca_topic_score_gemma":0.003329883,"domain_scores_codex":[0.9997496,0.00005384979,0.00003756984,0.00005598168,0.00004060603,0.00006234728],"domain_scores_gemma":[0.999447,0.00006706271,0.0003351531,0.00001614557,0.00005543419,0.00007914687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637626,0.00005763785,0.9936587,0.00005667816,0.00003883852,0.0002658937,0.0001272071,0.00003308557,0.0001535058,0.00004578885,0.0006843829,0.004714425],"study_design_scores_gemma":[0.000009599137,0.0001085813,0.9975535,0.00003221479,0.00003098131,0.0009360276,0.0002743205,0.0001335454,0.00005562454,0.00008753882,0.0007736646,0.000004320947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996354,0.001067155,0.00008112266,0.0003331689,0.00004195316,0.000009256387,0.000638737,0.000005445879,0.001469178],"genre_scores_gemma":[0.9992231,0.0001724506,0.00004456021,0.00008779369,0.00003048394,0.000006101033,0.0002399429,6.767551e-7,0.0001949109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004785846,"threshold_uncertainty_score":0.01601022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483340894180215,"score_gpt":0.2453958777761234,"score_spread":0.2305624688343212,"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."}}