{"id":"W3182482494","doi":"10.1007/s40273-021-01044-3","title":"Lack of Cost-Effectiveness of Preoperative Erythropoiesis-Stimulating Agents and/or Iron Therapy in Anaemic, Elective Surgery Patients: A Systematic Review and Updated Analysis","year":2021,"lang":"en","type":"review","venue":"PharmacoEconomics","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Health economics; Quality of Life Research; Intravenous iron; Erythropoiesis; Health administration; Abdominal surgery; Intensive care medicine; Iron therapy; Hematinic; General surgery; Anemia; Surgery; Public health; Internal medicine; Iron deficiency; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01715686,0.001591795,0.01177135,0.01196672,0.0004659502,0.003888861,0.001933394,0.001930352,0.004354858],"category_scores_gemma":[0.07401092,0.001422907,0.01774858,0.01044898,0.0007869412,0.002604317,0.001524812,0.001806181,0.0002700324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005921406,"about_ca_system_score_gemma":0.01072122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009178651,"about_ca_topic_score_gemma":0.02219925,"domain_scores_codex":[0.9832197,0.005301328,0.007271126,0.001050013,0.002717889,0.0004400244],"domain_scores_gemma":[0.9288731,0.05279503,0.01199508,0.0008994162,0.005026125,0.0004112255],"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":[0.0005813771,0.0000230974,0.001413846,0.9164872,0.05518384,0.00007828684,0.00007906544,0.0002172058,0.00009310057,0.0002846661,0.001237533,0.02432073],"study_design_scores_gemma":[0.0008264929,0.0003183134,0.008795006,0.5869644,0.3918217,0.0003798394,0.0001682038,0.0003112043,0.0002043158,0.0006350363,0.009515493,0.00006008293],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002859221,0.9941591,0.0002512449,0.0005279941,0.0001291294,0.0003697269,0.001288098,0.00001013812,0.0004053459],"genre_scores_gemma":[0.05635726,0.9390965,0.001208574,0.001163314,0.0001554839,0.001042932,0.0008168937,0.00001868456,0.0001404743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01715686,"threshold_uncertainty_score":0.0907352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09232097224802718,"score_gpt":0.4199801907910499,"score_spread":0.3276592185430227,"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."}}