{"id":"W4411010952","doi":"10.1016/j.tmrv.2025.150905","title":"Intravenous Iron Therapy Versus Blood Transfusion for Iron Deficiency Anemia: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intravenous iron; Anemia; Blood transfusion; Iron deficiency; Intensive care medicine; Iron-deficiency anemia; Transfusion therapy; Iron therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007893112,0.002603997,0.01855621,0.02316007,0.001059435,0.003664522,0.002998315,0.002529602,0.01188394],"category_scores_gemma":[0.02128314,0.001468487,0.008795602,0.02147494,0.001218951,0.00336607,0.002788965,0.001770565,0.0008866958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006016389,"about_ca_system_score_gemma":0.01258966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008976092,"about_ca_topic_score_gemma":0.02267418,"domain_scores_codex":[0.993075,0.001773232,0.003253713,0.0004559557,0.001140837,0.0003012847],"domain_scores_gemma":[0.984394,0.009790367,0.004049901,0.0002382982,0.001166843,0.0003605477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002479398,0.000008110738,0.0002170887,0.9874102,0.004661936,0.0001092428,0.00009006999,0.00004147218,0.0001424319,0.0001218115,0.0009136436,0.006035951],"study_design_scores_gemma":[0.0009979921,0.0002963815,0.002532249,0.8963242,0.08529999,0.0003516854,0.0002932354,0.0001468326,0.0002559704,0.0002919914,0.01316078,0.00004858134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004121528,0.9835052,0.0006823422,0.0005881374,0.000378436,0.00527963,0.004344494,0.0000944389,0.001005706],"genre_scores_gemma":[0.02528725,0.9581029,0.002747614,0.001352032,0.0002329204,0.009447576,0.001933263,0.0000377507,0.0008586601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02316007,"threshold_uncertainty_score":0.04365218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354797784355388,"score_gpt":0.360086236192404,"score_spread":0.3065382583488501,"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."}}