{"id":"W2163447176","doi":"10.1093/ndt/gfs368","title":"Association of malnutrition–inflammation complex and responsiveness to erythropoiesis-stimulating agents in long-term hemodialysis patients","year":2012,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; Hungarian Scientific Research Fund; National Center for Research Resources; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hemodialysis; Internal medicine; Odds ratio; Quartile; Anemia; Confidence interval; Wasting; Gastroenterology; C-reactive protein; Cohort; Inflammation; Kidney disease; Malnutrition","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005916405,0.0001601252,0.0004804721,0.0006783497,0.00007048834,0.00001528028,0.00004908369,0.0001367918,0.0001239319],"category_scores_gemma":[0.0001096362,0.0001587691,0.0001315894,0.0005615421,0.00003554717,0.0001780429,0.00001881207,0.00007578724,0.00001427667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659823,"about_ca_system_score_gemma":0.00001712214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000444057,"about_ca_topic_score_gemma":0.0001567788,"domain_scores_codex":[0.9981817,0.0003086017,0.000587985,0.0002494522,0.0003850773,0.0002871735],"domain_scores_gemma":[0.9990655,0.0002051012,0.0002501663,0.000152536,0.0001898288,0.000136912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001206058,0.0004361759,0.9747326,0.0003725327,0.000369209,0.000005937859,0.001421279,0.0006527876,0.01154378,0.00003561185,0.00005805163,0.009165952],"study_design_scores_gemma":[0.003253931,0.0001254843,0.9927229,0.00009103923,0.001776649,0.000001225883,0.00003435659,0.0004384268,0.001352102,0.00001718528,0.00005778642,0.0001288854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964536,0.00004213816,0.001676718,0.0008718859,0.00006855903,0.0006165786,0.00004238208,0.00002219434,0.0002058747],"genre_scores_gemma":[0.9971055,0.000212135,0.0006955661,0.0003843886,0.0001080077,0.00006153731,0.001379461,0.00001451566,0.00003891638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179903,"threshold_uncertainty_score":0.6474417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048200257211061,"score_gpt":0.2867849093545111,"score_spread":0.2663029067824005,"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."}}