{"id":"W2619045822","doi":"10.1093/ndt/gfx155.sp702","title":"SP702ROLE OF INFLAMMATION IN MALNUTRITION AND COGNITIVE IMPAIRMENT IN DIALYSIS PATIENTS","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malnutrition; Cognitive impairment; Dialysis; Inflammation; Hemodialysis; Cognition; Intensive care medicine; Internal medicine; Psychiatry","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":[0.0004025443,0.000297443,0.0004343474,0.000640356,0.0004497952,0.0006071572,0.0001792329,0.0003352379,0.002428121],"category_scores_gemma":[0.001024604,0.0001002981,0.0003801156,0.0008324347,0.000167671,0.0002000415,0.0003268097,0.0004464534,0.0002478699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379738,"about_ca_system_score_gemma":0.0003276264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248458,"about_ca_topic_score_gemma":0.001789981,"domain_scores_codex":[0.9997585,0.00006366929,0.00004143628,0.00003514647,0.00005830254,0.00004288587],"domain_scores_gemma":[0.9993743,0.00008267754,0.0003086002,0.00001803543,0.00009306329,0.0001233776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007496076,0.0001384233,0.9922093,0.00006371595,0.0001026035,0.0001704852,0.00007152266,0.00004959756,0.0005933716,0.0000224188,0.000218994,0.005609926],"study_design_scores_gemma":[0.00002140207,0.0003534073,0.997946,0.00002416881,0.0000698171,0.0005999289,0.0001173616,0.0002187494,0.0001626955,0.00008131887,0.0003985054,0.000006683334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968402,0.001668686,0.00009430954,0.0001293961,0.00001788487,0.000008959316,0.0003703735,0.00000647594,0.0008636962],"genre_scores_gemma":[0.999046,0.0002812162,0.0001094706,0.0000399983,0.00002771822,0.00001074527,0.0002060222,0.000001063697,0.0002777481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002428121,"threshold_uncertainty_score":0.008122861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566706028729984,"score_gpt":0.2998080014705843,"score_spread":0.2841409411832845,"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."}}