{"id":"W3126394008","doi":"10.51642/ppmj.v27i4.112","title":"ASSOCIATION OF IRON DEFICIENCY ANEMIA IN PATIENTS WITH CHRONIC RENAL FAILURE","year":2016,"lang":"en","type":"article","venue":"Pakistan Postgraduate Medical Journal","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Hepcidin; Medicine; Anemia; Hemoglobin; Ferritin; Internal medicine; Gastroenterology; Iron deficiency; Serum iron; Chronic renal failure; Albumin; Immunology","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":[0.0008256316,0.0001618985,0.0003473321,0.0001960806,0.00005803852,0.0000138671,0.0001492565,0.0001589997,0.0007146351],"category_scores_gemma":[0.0006209844,0.00008795934,0.00007918817,0.0002636036,0.0001330855,0.0001295922,0.00002587123,0.0004324832,0.00002242791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004329555,"about_ca_system_score_gemma":0.0006603324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002873852,"about_ca_topic_score_gemma":0.0001321349,"domain_scores_codex":[0.9969307,0.0001243844,0.0005987989,0.00019194,0.001707816,0.0004463722],"domain_scores_gemma":[0.9987628,0.0001037832,0.0003522301,0.0001605568,0.0002560849,0.0003644947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008494651,0.0005261881,0.9404303,0.0001578103,0.00001389097,0.00009864289,0.0001956036,0.000001466272,0.001396341,0.0002055229,0.003392589,0.05273219],"study_design_scores_gemma":[0.01490531,0.0009963545,0.9808224,0.0006415957,0.0001219537,0.0000648375,0.00006488281,0.000003071608,0.0002639451,0.0001951577,0.001752228,0.0001681985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914032,0.0004559028,0.0006242378,0.006493971,0.0001163998,0.0001793405,0.0000144593,0.00001437123,0.0006981821],"genre_scores_gemma":[0.9987344,0.0002707303,0.0002549032,0.0001903913,0.0001561231,0.000002230042,0.00001207751,0.00001964485,0.0003595065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05256399,"threshold_uncertainty_score":0.7824753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004330206947622523,"score_gpt":0.2433153734394642,"score_spread":0.2389851664918417,"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."}}