{"id":"W4402013126","doi":"10.31557/apjcp.2024.25.8.2951","title":"Impact of Serum Ferritin and Iron Overload on Acute Myeloid Leukemia Outcomes: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Asian Pacific Journal of Cancer Prevention","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Meta-analysis; Myeloid leukemia; Serum ferritin; Medicine; Ferritin; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00121527,0.0005672238,0.009873612,0.0008319798,0.00003463608,0.00005039048,0.0001370703,0.0002151134,0.0003183737],"category_scores_gemma":[0.00009185377,0.0003034646,0.005934211,0.000702814,0.00006193169,0.0001505956,0.00003588523,0.0005767155,0.000006245677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101029,"about_ca_system_score_gemma":0.0006727705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002607698,"about_ca_topic_score_gemma":0.00001330058,"domain_scores_codex":[0.9961982,0.0005187326,0.002110098,0.0003474774,0.0005961098,0.000229407],"domain_scores_gemma":[0.9967314,0.00006554331,0.002386145,0.0004482849,0.0001573015,0.0002113213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002040878,0.00006910954,0.00002682707,0.8053785,0.1656682,0.00003949263,0.00008973957,5.806281e-7,3.298615e-7,0.00002692878,0.0004640643,0.02821575],"study_design_scores_gemma":[0.0003952269,0.0004086333,0.0003183977,0.09746699,0.8989816,0.0002984837,0.00008845091,5.335378e-7,1.640857e-7,0.00005123142,0.001788767,0.0002015574],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005616176,0.9972422,0.00002587444,0.0002390953,0.00009856182,0.001613156,0.0003193943,0.000008096926,0.0003974451],"genre_scores_gemma":[0.001639441,0.9954038,0.0000608917,0.00004943874,0.00004515349,0.00007094658,0.00002648967,0.00004709489,0.002656705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7333133,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396537776407398,"score_gpt":0.3999941631360056,"score_spread":0.3603403854952658,"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."}}