{"id":"W2951177075","doi":"10.1093/ndt/gfz106.fp732","title":"FP732PROTEIN-ENERGY WASTING IN ELDERLY MAINTENANCE HEMODIALYSIS PATIENTS","year":2019,"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; Wasting; Hemodialysis; Intensive care medicine; Cachexia; Internal medicine; Cancer","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":[0.0003418868,0.0001892352,0.0003054136,0.0004880106,0.0004988453,0.0004804083,0.0001950782,0.0001987316,0.001665374],"category_scores_gemma":[0.0006921346,0.00007567601,0.0003215619,0.0009608842,0.0001711642,0.0002429214,0.0003080771,0.0003048277,0.0001848931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004085898,"about_ca_system_score_gemma":0.0004686119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005926865,"about_ca_topic_score_gemma":0.004988654,"domain_scores_codex":[0.999724,0.00005559813,0.00004839588,0.0000443305,0.00005811634,0.00006952386],"domain_scores_gemma":[0.9995884,0.00003087845,0.0002478364,0.000009673897,0.00006038349,0.00006272551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023706,0.00003872919,0.9955805,0.00005079091,0.00002592726,0.0001213796,0.00008575795,0.00002184573,0.0001923904,0.00001499705,0.0002378887,0.003527436],"study_design_scores_gemma":[0.000004539809,0.0001046028,0.9986517,0.00002365729,0.00002360704,0.0004685677,0.0002062479,0.00007738611,0.00005366573,0.00002434068,0.0003590304,0.000002740498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971952,0.001431916,0.00004950456,0.0001482993,0.00001782217,0.000008150896,0.0004367561,0.000005553734,0.0007067686],"genre_scores_gemma":[0.9994134,0.0002267854,0.00004437539,0.00004663393,0.00001453445,0.000004798798,0.0001523223,3.919667e-7,0.00009678952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005926865,"threshold_uncertainty_score":0.01178473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005899869105571268,"score_gpt":0.2143427570756593,"score_spread":0.2084428879700881,"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."}}