{"id":"W4393951096","doi":"10.3390/curroncol31040134","title":"Myelodysplastic Neoplasms (MDS) with Ring Sideroblasts or SF3B1 Mutations: The Improved Clinical Utility of World Health Organization and International Consensus Classification 2022 Definitions, a Single-Centre Retrospective Chart Review","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Ottawa; London Health Sciences Centre","funders":"","keywords":"Medicine; Myelodysplastic syndromes; International Prognostic Scoring System; Internal medicine; Lenalidomide; Oncology; Bone marrow; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001155016,0.0002202991,0.0004355822,0.002921589,0.0003763459,0.0006116685,0.0004840301,0.0003524354,0.00150608],"category_scores_gemma":[0.002899868,0.0003027903,0.0002687782,0.002631998,0.0002856151,0.0004743636,0.0003755763,0.0002174308,0.0005353387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006848567,"about_ca_system_score_gemma":0.001028883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004835579,"about_ca_topic_score_gemma":0.005659417,"domain_scores_codex":[0.9986455,0.000229556,0.0003807489,0.0002760068,0.0003782643,0.0000900681],"domain_scores_gemma":[0.9943622,0.001123592,0.002134178,0.0004144501,0.001695743,0.000269779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000215277,0.00003747145,0.9761037,0.0005696174,0.00005721517,0.003200905,0.0004108977,0.00007363358,0.001157264,0.0001005265,0.00206038,0.01601317],"study_design_scores_gemma":[0.00003692077,0.000192548,0.9732098,0.0002916216,0.00006110884,0.01392999,0.0006407423,0.0002800277,0.0008143826,0.00003711363,0.01048312,0.00002250237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766753,0.007236369,0.001241312,0.00009947128,0.00003822803,0.0008983136,0.01066052,0.0000482336,0.003102398],"genre_scores_gemma":[0.9818285,0.004147029,0.001979577,0.0001247674,0.00004226852,0.0003977283,0.0107111,0.00002215915,0.0007469241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004835579,"threshold_uncertainty_score":0.009614885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209078909165735,"score_gpt":0.4418918538759355,"score_spread":0.2328129447102005,"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."}}