{"id":"W1886638497","doi":"10.1007/s00277-015-2519-4","title":"Can iron overload in patients with lower-risk myelodysplastic syndromes be reduced using erythropoiesis-stimulating agents?","year":2015,"lang":"en","type":"article","venue":"Annals of Hematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; International Prognostic Scoring System; Myelodysplastic syndromes; Internal medicine; Ferritin; Erythropoiesis; Gastroenterology; Hemoglobin; Hematology; Anemia; Bone marrow","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":[],"consensus_categories":[],"category_scores_codex":[0.0003276076,0.0002451001,0.0008176285,0.0003968078,0.00005867903,0.000009276136,0.000159638,0.000191629,0.00007963314],"category_scores_gemma":[0.001183144,0.0002030944,0.00006963417,0.0004418997,0.0002878278,0.0001139389,0.0001336992,0.0003891356,0.00001055284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367393,"about_ca_system_score_gemma":0.0005350937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008330573,"about_ca_topic_score_gemma":0.00007541222,"domain_scores_codex":[0.9977264,0.0001747639,0.0004992238,0.0003990775,0.0005632674,0.0006373024],"domain_scores_gemma":[0.9983978,0.0002158537,0.0002959375,0.0004457813,0.0003611323,0.0002834866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002361265,0.0005941229,0.9898547,0.0003455732,0.0002202,0.0005763993,0.0009278289,0.001206481,0.0004950835,0.0001525061,0.002761752,0.0005041098],"study_design_scores_gemma":[0.03904895,0.01522133,0.8817037,0.003121993,0.0006436944,0.001599535,0.003159535,0.03464232,0.01790974,0.0008228565,0.0004371682,0.001689184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996904,0.0001645859,0.00002703676,0.001884181,0.0001238502,0.0004793702,0.00002811202,0.00003061481,0.0003582299],"genre_scores_gemma":[0.9983848,0.00002560811,0.00114519,0.0002671988,0.00002539365,0.000009233721,0.00004459776,0.00004537753,0.0000526009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108151,"threshold_uncertainty_score":0.828195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08651732193006928,"score_gpt":0.3571977235027097,"score_spread":0.2706804015726404,"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."}}