{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008575778,0.0002479113,0.0003229404,0.0005460849,0.0002763462,0.0005504954,0.0002405603,0.0003367038,0.00211387],"category_scores_gemma":[0.002000576,0.0001403794,0.0003845647,0.0006895714,0.0001927511,0.000236905,0.0003978297,0.0007003116,0.0001742909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191157,"about_ca_system_score_gemma":0.0003565401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122545,"about_ca_topic_score_gemma":0.001464982,"domain_scores_codex":[0.9995771,0.0001512528,0.00004997682,0.00006375172,0.00008885368,0.00006909975],"domain_scores_gemma":[0.9980308,0.0004146658,0.0009026074,0.00006747856,0.0002034391,0.0003809012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008943948,0.00001567161,0.9991456,0.000006008036,0.00004382077,0.00002265695,0.000009702755,0.00003437574,0.00006983373,0.000005917864,0.00002944227,0.0005275984],"study_design_scores_gemma":[0.000003837664,0.000123401,0.9992785,0.000004319639,0.00003618994,0.0001867282,0.00002468754,0.0002300984,0.00002915519,0.00001584653,0.00006571081,0.00000152793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991329,0.0003875743,0.0001036115,0.00004733448,0.000005114342,0.000004387321,0.0001210378,0.00000313421,0.0001949028],"genre_scores_gemma":[0.9996837,0.0000573619,0.00005750234,0.000006952725,0.000006502084,0.000003756477,0.0001054578,6.801047e-7,0.00007805303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00211387,"threshold_uncertainty_score":0.007071614,"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."}}