{"id":"W4412577739","doi":"10.1111/hdi.70014","title":"Proactive Iron Versus Reactive Iron in Hemodialysis","year":2025,"lang":"en","type":"letter","venue":"Hemodialysis International","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Iron status; Intensive care medicine; Iron deficiency; Internal medicine; Anemia","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":[0.00274539,0.0002584133,0.0006285003,0.0004926339,0.003099094,0.001756571,0.0007377456,0.02045046,0.004654646],"category_scores_gemma":[0.01469392,0.0002204674,0.0003826529,0.0005876566,0.001638203,0.001259647,0.0007083734,0.01001403,0.001809741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617472,"about_ca_system_score_gemma":0.002053086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004121259,"about_ca_topic_score_gemma":0.008020241,"domain_scores_codex":[0.9978368,0.001130892,0.0002567129,0.0001670236,0.0003677029,0.000240976],"domain_scores_gemma":[0.9954095,0.00327426,0.0002260115,0.0001322264,0.000479178,0.0004787621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004436727,0.0001383884,0.00382593,0.0001665981,0.00001724895,0.0104841,0.0003825071,0.0001032353,0.0005137047,0.01695266,0.9362409,0.03073107],"study_design_scores_gemma":[0.000651616,0.0003933682,0.01206666,0.001891506,0.0000708993,0.01823401,0.00203094,0.001009346,0.0008897668,0.04328436,0.9194112,0.00006630301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003715134,0.005398757,0.0001038288,0.954957,0.01625922,0.00002111293,0.00004713612,0.00001234855,0.0194854],"genre_scores_gemma":[0.06970451,0.00487027,0.0003009457,0.8370762,0.07291631,0.00007364604,0.00004048453,0.00002305323,0.0149945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02045046,"threshold_uncertainty_score":0.01899123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795116551713319,"score_gpt":0.2869865528654622,"score_spread":0.269035387348329,"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."}}