{"id":"W4380448259","doi":"10.1093/ndt/gfad063c_5489","title":"#5489 CROSS-TALK BETWEEN FRAILTY AND IMMUNOSENESCENCE IN PATIENTS WITH CHRONIC KIDNEY DISEASE","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunosenescence; Kidney disease; Immune system; Internal medicine; Nephrology; Disease; Dialysis; Peritoneal dialysis; Immunology; Frailty syndrome; Lymphocyte; Transplantation; Frailty Index","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":[0.0004811832,0.0002158282,0.0003266085,0.0006409003,0.0004118465,0.0004154342,0.0001849767,0.0003774538,0.004727619],"category_scores_gemma":[0.00133764,0.00008134522,0.0002125349,0.0006982753,0.0001981336,0.0002940267,0.0003576166,0.0003000597,0.0004923862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649393,"about_ca_system_score_gemma":0.0002074303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002664723,"about_ca_topic_score_gemma":0.002078016,"domain_scores_codex":[0.9997029,0.00009577003,0.00003638599,0.00005853468,0.00004899181,0.00005748403],"domain_scores_gemma":[0.9991642,0.0002024161,0.0002688438,0.00003364708,0.0001307319,0.0002000636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001600653,0.00004451242,0.9963224,0.0000210274,0.00002105272,0.00007036479,0.00006379929,0.00001516369,0.000209803,0.00001261894,0.0001890406,0.002870204],"study_design_scores_gemma":[0.000006119482,0.000134362,0.9992956,0.000009337336,0.00001095498,0.0001641958,0.00008705467,0.00003695701,0.00002736534,0.00002265586,0.0002037499,0.000001655894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966848,0.0012024,0.0000896612,0.0001968013,0.00002873305,0.00001497376,0.0005533352,0.000003563738,0.001225701],"genre_scores_gemma":[0.9987571,0.0002222336,0.0001145391,0.00006872603,0.00004197253,0.0000143335,0.0003227765,0.000001039184,0.0004571626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004727619,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009982546186334009,"score_gpt":0.2595759076963068,"score_spread":0.2495933615099728,"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."}}