{"id":"W2171625030","doi":"10.1093/ndt/gfq690","title":"Association between the malnutrition-inflammation score and post-transplant anaemia","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Renal function; Dialysis; Wasting; Transplantation; C-reactive protein; Serum albumin; Population; Cohort; Malnutrition; Inflammation","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":[0.0003361158,0.0001590147,0.0002614031,0.000121685,0.0002263244,0.00002857207,0.00005515859,0.0002958236,0.00013133],"category_scores_gemma":[0.00003036965,0.00011503,0.0001038737,0.0001613151,0.0001004033,0.0001150921,0.000003842886,0.000359171,0.00003403397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004380526,"about_ca_system_score_gemma":0.00004192313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228769,"about_ca_topic_score_gemma":0.0006022907,"domain_scores_codex":[0.9988884,0.00009473131,0.000299973,0.0002548586,0.0002434026,0.0002186344],"domain_scores_gemma":[0.999143,0.000336414,0.0001346376,0.0001744481,0.0001273861,0.00008409578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000283248,0.00005770808,0.8371455,0.0001122341,0.000462576,0.00003297891,0.001347775,0.000003081272,0.1540015,0.0003027321,0.0002036486,0.006047015],"study_design_scores_gemma":[0.002305353,0.0001937685,0.9783635,0.00003095641,0.0027693,0.0001152741,0.00005407308,0.00004670263,0.01479143,0.000229383,0.0009798958,0.0001203853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762204,0.00005458375,0.0002679051,0.02241392,0.0001112658,0.000398405,0.00008144609,0.00007982286,0.0003722036],"genre_scores_gemma":[0.995369,0.000999311,0.0006259881,0.0006872524,0.0004839459,0.00005352279,0.001635092,0.0000146385,0.0001312209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412179,"threshold_uncertainty_score":0.4690785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008026218079546519,"score_gpt":0.2395369834762948,"score_spread":0.2315107653967483,"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."}}