{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001116482,0.0000999445,0.0004127073,0.0003590503,0.00001433338,0.000001929574,0.0001196665,0.0001186283,0.0002075191],"category_scores_gemma":[0.00007685688,0.00009132436,0.00004450466,0.0004415395,0.0001054563,0.00002153839,0.0001342181,0.0002121419,0.0001104486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592749,"about_ca_system_score_gemma":0.000102808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005304487,"about_ca_topic_score_gemma":0.0000163023,"domain_scores_codex":[0.9989743,0.00004050823,0.0003128028,0.0002294516,0.0001519263,0.0002910769],"domain_scores_gemma":[0.9994192,0.0001167446,0.00004132864,0.0003187708,0.00005567896,0.00004832606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001798905,0.001121001,0.2255656,0.0155487,0.0006650863,0.024204,0.0003431414,0.00003864096,0.002963713,0.7042211,0.01331126,0.01021887],"study_design_scores_gemma":[0.02493744,0.001162206,0.9260523,0.006897234,0.0005076935,0.006868543,0.002212604,0.004000073,0.01546849,0.006572074,0.004728267,0.0005930595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671218,0.0003122893,0.0002708745,0.001874262,0.0001288497,0.0004134905,0.000002160915,0.00002928659,0.02984701],"genre_scores_gemma":[0.9951508,0.0001724529,0.001107928,0.0002228962,0.000003828487,0.00004782265,0.000007653223,0.000009564445,0.003277035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7004867,"threshold_uncertainty_score":0.3724099,"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."}}