{"id":"W2151625593","doi":"10.1111/j.1542-4758.2007.00175.x","title":"Functional iron deficiency in hemodialysis patients with high ferritin","year":2007,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ferritin; Hemodialysis; Transferrin saturation; Hemoglobin; Erythropoietin; Gastroenterology; Internal medicine; Iron deficiency; Dialysis; Anemia; Surgery; Serum ferritin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003990548,0.0001969157,0.0003024149,0.0006764286,0.00006627777,0.00002916405,0.0001409193,0.0001021669,0.001717251],"category_scores_gemma":[0.0001385152,0.0001678731,0.0001336381,0.000522432,0.00008832609,0.0001791169,0.00004435,0.0001930518,0.0001290922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840195,"about_ca_system_score_gemma":0.0000812217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001936217,"about_ca_topic_score_gemma":0.0002808914,"domain_scores_codex":[0.9978129,0.00002850006,0.0004416013,0.0004131807,0.0009673144,0.0003365552],"domain_scores_gemma":[0.9991497,0.00008303442,0.0001183272,0.0002416146,0.0002772462,0.0001301124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122358,0.001121362,0.98136,0.00002355045,0.000036373,0.00002782598,0.0001483553,0.0005076152,0.0002930608,0.002444121,0.0009400909,0.01197525],"study_design_scores_gemma":[0.005617009,0.0000637074,0.9918497,0.0000182145,0.0001358605,0.000005869718,0.0001142093,0.00009190651,0.0004966685,0.0001976584,0.001213318,0.0001958522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975,0.00006129148,0.005048233,0.0005379694,0.0004131569,0.0001974421,0.0000239626,0.00004262948,0.01867533],"genre_scores_gemma":[0.9947792,0.00001237663,0.002510954,0.0007391436,0.0002768203,0.00001661506,0.0007559558,0.00002310418,0.0008858274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977922,"threshold_uncertainty_score":0.9991953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008808559159982111,"score_gpt":0.2358232636459117,"score_spread":0.2270147044859296,"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."}}