{"id":"W2099927570","doi":"10.1681/asn.2014090922","title":"Considerations and Challenges in Defining Optimal Iron Utilization in Hemodialysis","year":2014,"lang":"en","type":"review","venue":"Journal of the American Society of Nephrology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; National Institutes of Health","keywords":"Medicine; Dialysis; Hemodialysis; Intensive care medicine; Nephrology; Erythropoietin; Clinical trial; Erythropoiesis; Population; Randomized controlled trial; Dialysis adequacy; Harm; Ferritin; Intravenous iron; Internal medicine; Anemia; Iron deficiency; Environmental health","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":[0.0004721262,0.0001668669,0.001865091,0.0001181326,0.00003038132,0.000003959196,0.00007309247,0.0001316304,0.00001153305],"category_scores_gemma":[0.00009560635,0.0001060688,0.0005400104,0.0002022925,0.000478016,0.00002252457,0.00005043588,0.0004210823,6.361253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214277,"about_ca_system_score_gemma":0.0002444912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003145442,"about_ca_topic_score_gemma":0.00002559573,"domain_scores_codex":[0.9985339,0.0003287938,0.0007125779,0.0001415705,0.0001405815,0.000142556],"domain_scores_gemma":[0.9978986,0.0004961573,0.001336733,0.0001665654,0.00005785762,0.00004403279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000593241,0.0003504576,0.0009654493,0.005191272,0.0006025512,0.00002922752,0.001878072,0.00007127877,0.00003700863,0.0001801587,0.00280967,0.9878255],"study_design_scores_gemma":[0.002901963,0.001907769,0.008701165,0.009291009,0.003072812,0.003019651,0.003281584,0.0002294964,0.000004579271,0.0001789144,0.9671226,0.000288453],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01014677,0.9812164,0.00001240098,0.008372104,0.00003154549,0.0001597498,0.000002434114,0.000002288485,0.00005626596],"genre_scores_gemma":[0.003609008,0.9898431,0.005671832,0.0007636731,0.00008144191,0.000004653471,0.000002892193,0.0000150331,0.000008325071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875371,"threshold_uncertainty_score":0.4325358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010981728326027,"score_gpt":0.3557938522782306,"score_spread":0.2546956794456279,"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."}}