{"id":"W2559623142","doi":"10.1111/hdi.12517","title":"Changes in urine volume and serum albumin in incident hemodialysis patients","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Hypoalbuminemia; Medicine; Hemodialysis; Renal function; Albumin; Dialysis; Internal medicine; Serum albumin; Urine; Urology; Gastroenterology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009101537,0.0001938801,0.0003656845,0.0005574663,0.000252564,0.0007606329,0.0004117906,0.0004074766,0.001170688],"category_scores_gemma":[0.003279349,0.0002622688,0.0006075404,0.0008903816,0.0001977116,0.0005026636,0.0003799133,0.0008308867,0.0001704014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000407908,"about_ca_system_score_gemma":0.0003986527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00674963,"about_ca_topic_score_gemma":0.005175977,"domain_scores_codex":[0.9994129,0.0001393222,0.0000751296,0.0001553194,0.0001322523,0.0000850293],"domain_scores_gemma":[0.9974993,0.0004181113,0.001377773,0.0001678702,0.0002129514,0.000323963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004773591,0.00001516268,0.9995421,0.000002850405,0.00003912217,0.00001012758,0.00001053606,0.00002885384,0.00003398909,0.000003771106,0.0000288651,0.0002369593],"study_design_scores_gemma":[0.000003040876,0.00003451978,0.999598,0.000001905892,0.00001881132,0.00005370358,0.00002106896,0.0001848519,0.00003198324,0.00001152061,0.00003864716,0.000001981746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990189,0.0002203549,0.00007054614,0.00003804917,0.000005306494,0.000003015038,0.0004579513,0.000006511172,0.000179183],"genre_scores_gemma":[0.9994979,0.00003786505,0.00004689844,0.00001429852,0.000006717875,0.000003007424,0.0003145237,0.000001042485,0.00007775452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00674963,"threshold_uncertainty_score":0.0134207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008421093797648268,"score_gpt":0.2458922549640185,"score_spread":0.2374711611663702,"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."}}