{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004159509,0.0001330674,0.0003013475,0.0005912675,0.0004503096,0.0003219502,0.0001846144,0.0003928634,0.002438643],"category_scores_gemma":[0.001413979,0.00012065,0.0001758253,0.00065632,0.0001906526,0.0002743869,0.0002325245,0.0004378541,0.0001524832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472192,"about_ca_system_score_gemma":0.0003035424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594636,"about_ca_topic_score_gemma":0.002340096,"domain_scores_codex":[0.999701,0.0000744607,0.00004017282,0.00004738529,0.00007400598,0.00006296652],"domain_scores_gemma":[0.9990371,0.0002105985,0.0004379918,0.00002446142,0.0001037086,0.0001859993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005447368,0.00003074994,0.9989611,0.00001165847,0.00001028406,0.0001127695,0.00002133318,0.000009343891,0.00007663814,0.000008624382,0.00004881904,0.0006542511],"study_design_scores_gemma":[0.000004729213,0.00012104,0.998789,0.000008120277,0.00001070928,0.000740308,0.00009462846,0.00007137987,0.0000248612,0.00001682094,0.0001164087,0.000001964035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982811,0.0008009376,0.00004965029,0.0001176449,0.00001034657,0.000006644162,0.0001386687,0.000001828161,0.0005932051],"genre_scores_gemma":[0.9994951,0.0001572762,0.00006166772,0.00003283689,0.00001951209,0.000004479934,0.00009986707,3.453061e-7,0.0001287959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002438643,"threshold_uncertainty_score":0.008158028,"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."}}