{"id":"W3006212451","doi":"10.1111/hdi.12823","title":"A hepcidin‐based approach for iron therapy in hemodialysis patients: A pilot study","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepcidin; Medicine; Transferrin saturation; Hemodialysis; Gastroenterology; Erythropoietin; Internal medicine; Hemoglobin; Ferritin; Serum iron; Anemia; Iron deficiency; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799845,0.000637576,0.0007732736,0.0003490775,0.0005065775,0.0003930213,0.0003629947,0.0005845429,0.002239788],"category_scores_gemma":[0.001390192,0.0001756672,0.0006146084,0.0002818701,0.0006432848,0.0004389462,0.0005199629,0.0006826613,0.0003648993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131461,"about_ca_system_score_gemma":0.0007958425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007256358,"about_ca_topic_score_gemma":0.0006670175,"domain_scores_codex":[0.9993553,0.0003819104,0.00003988934,0.00007532399,0.00005279421,0.00009487744],"domain_scores_gemma":[0.9987363,0.0003609917,0.0001300993,0.0001647417,0.0001025923,0.0005051501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3516411,0.2909195,0.1282191,0.001031547,0.0006845754,0.002621653,0.002131964,0.001060953,0.05599726,0.0003275094,0.001105648,0.164259],"study_design_scores_gemma":[0.0469773,0.8433589,0.1048003,0.00003602537,0.0001958901,0.0006426155,0.0003132279,0.0005050086,0.00188881,0.00005530259,0.001204376,0.0000222471],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989705,0.0001683447,0.0001173152,0.00003707944,0.00001038802,0.0003776246,0.00004476714,0.000005098882,0.0002689127],"genre_scores_gemma":[0.9977288,0.0003122906,0.0006813954,0.0001400709,0.00009160938,0.0006223085,0.0001586911,0.000002951783,0.0002620132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002239788,"threshold_uncertainty_score":0.009518623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264097537033891,"score_gpt":0.2888608265691692,"score_spread":0.2462198511988303,"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."}}