{"id":"W4417042071","doi":"10.1182/hematology.2025000691","title":"Management of iron overload in adult myelodysplastic syndrome","year":2025,"lang":"en","type":"article","venue":"Hematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; St. Paul's Hospital","funders":"","keywords":"Myelodysplastic syndromes; Clinical trial; Life expectancy; Stem cell; Toxicity; Adverse effect; Anemia","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":[0.0004712857,0.0001384575,0.0002832364,0.0004095311,0.0001224794,0.0002326476,0.0001465402,0.0002318683,0.000453481],"category_scores_gemma":[0.00103596,0.00004315485,0.0002143034,0.0002075278,0.000162766,0.0002665259,0.0002083437,0.0003464316,0.0001511937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060194,"about_ca_system_score_gemma":0.0003497302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003657811,"about_ca_topic_score_gemma":0.001031494,"domain_scores_codex":[0.9998304,0.00006536094,0.00005021098,0.00001047049,0.00003420942,0.000009441187],"domain_scores_gemma":[0.9997504,0.0001186936,0.00007708308,0.000003937888,0.00003182836,0.00001805561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004689622,0.00004425563,0.006846698,0.00801248,0.0001632752,0.002146618,0.0002224281,0.0005217008,0.003213414,0.001759071,0.02100272,0.9555983],"study_design_scores_gemma":[0.0002994952,0.002318721,0.0580093,0.01926787,0.001065081,0.03690779,0.000655945,0.0009475445,0.006056349,0.008291049,0.8661272,0.00005367386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01734755,0.9741747,0.001284698,0.00343575,0.0003769316,0.00004094641,0.000060834,0.00003818526,0.003240264],"genre_scores_gemma":[0.1713009,0.8185726,0.003705707,0.003180112,0.001622103,0.00005412652,0.0001977268,0.00000913894,0.001357598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0004712857,"threshold_uncertainty_score":0.002492368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862403027941023,"score_gpt":0.2943667758030706,"score_spread":0.2857427455236604,"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."}}