{"id":"W4417212645","doi":"10.1111/tme.70045","title":"The effect of perioperative erythropoietin‐stimulating agents and intravenous iron on patient outcomes following solid organ transplantation: A systematic review","year":2025,"lang":"en","type":"review","venue":"Transfusion Medicine","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network; University of British Columbia; Women's College Hospital; McMaster University","funders":"University of Toronto","keywords":"Perioperative; MEDLINE; Psychological intervention; Intravenous iron; Organ transplantation; Data extraction; Blood transfusion","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010933,0.0007960949,0.005702541,0.0001745794,0.0004173971,0.0000134847,0.000154391,0.0002225907,0.00009128344],"category_scores_gemma":[0.0007639017,0.0003500418,0.0007178602,0.0004014757,0.0002260759,0.00003074472,0.00002462107,0.0005209186,0.000008259851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514606,"about_ca_system_score_gemma":0.000149714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000498606,"about_ca_topic_score_gemma":0.00001116288,"domain_scores_codex":[0.9953886,0.0009296839,0.001936901,0.0005577288,0.00083044,0.0003567007],"domain_scores_gemma":[0.9956844,0.002988176,0.0004929613,0.0005861346,0.00007827449,0.0001700776],"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":[0.00006011244,0.00007288998,0.00004491165,0.8872865,0.0005967162,0.0001853002,0.001380607,4.695244e-7,0.000003942289,0.00001680082,0.00006944148,0.1102823],"study_design_scores_gemma":[0.002975265,0.00562168,0.00001692082,0.961123,0.02648016,0.0001676925,0.000301685,0.000003939631,0.00002365478,7.287848e-7,0.003037794,0.0002474327],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008248624,0.987003,0.00002590318,0.002037606,0.0003825553,0.008901775,0.00002119926,0.00005332697,0.0007498025],"genre_scores_gemma":[0.000855076,0.9974388,0.00004370323,0.0004896573,0.0000442037,0.0004265638,0.0001641421,0.00005757394,0.0004802834],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1100349,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470721535206067,"score_gpt":0.3481006885287643,"score_spread":0.3333934731767036,"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."}}