{"id":"W3168366501","doi":"10.1111/hdi.12936","title":"Effect of nutritional support on nutritional status and inflammation in malnourished patients undergoing maintenance hemodialysis","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Wasting; Malnutrition; Internal medicine; Serum albumin; Gastroenterology; Albumin; C-reactive protein; Nutritional Supplementation; Inflammation; Surgery","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":[0.0005024984,0.0001913672,0.0004325343,0.0003276087,0.000454728,0.0003373544,0.0001240846,0.0003371117,0.0007495953],"category_scores_gemma":[0.001547686,0.00009205357,0.0004490701,0.0003508782,0.000200168,0.0002027701,0.0002818623,0.0004377344,0.0000586078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671319,"about_ca_system_score_gemma":0.0002821643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008346305,"about_ca_topic_score_gemma":0.001184417,"domain_scores_codex":[0.9996953,0.0001287021,0.00003963662,0.00003141088,0.0000478997,0.00005704506],"domain_scores_gemma":[0.9988503,0.0002684722,0.0004090071,0.00003973235,0.00008124537,0.0003512189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002123722,0.0003694669,0.9935887,0.00003611783,0.0001030878,0.00007070097,0.00007087731,0.00003313183,0.0005156513,0.000004858866,0.00003270395,0.003051042],"study_design_scores_gemma":[0.00004833712,0.001991367,0.997348,0.00001201591,0.00005960663,0.0001375997,0.00009760446,0.00008328672,0.0001119963,0.00001049133,0.00009626993,0.000003392365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995042,0.000341528,0.00001079733,0.00002000806,0.000003983925,0.000004571223,0.00002604169,5.557652e-7,0.00008835417],"genre_scores_gemma":[0.9997627,0.00009344236,0.00004247341,0.00001542438,0.000007767346,0.000005910235,0.00004399662,1.569605e-7,0.00002814334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008346305,"threshold_uncertainty_score":0.002657473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006411662815102386,"score_gpt":0.2509107158966599,"score_spread":0.2444990530815575,"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."}}