{"id":"W4318763628","doi":"10.1182/blood.2022018604","title":"Consensus proposal for revised International Working Group response criteria for higher risk myelodysplastic syndromes","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Associazione Italiana per la Ricerca sul Cancro; Cancer Research UK; Yale University; Leukemia and Lymphoma Society","keywords":"Medicine; Myelodysplastic syndromes; Clinical trial; International Prognostic Scoring System; Delphi method; Intensive care medicine; Internal medicine; Statistics","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":[0.001423676,0.0001857625,0.0003324038,0.0003285003,0.0001581015,0.00006388759,0.0002072542,0.0001357093,0.0001410448],"category_scores_gemma":[0.003348941,0.0001625971,0.0001661782,0.0003348743,0.0001045927,0.0000366702,0.0001043142,0.0002235075,0.0001084158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406546,"about_ca_system_score_gemma":0.0004065452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006585553,"about_ca_topic_score_gemma":0.000002877416,"domain_scores_codex":[0.9982122,0.0001487552,0.000348497,0.0004304908,0.0003574645,0.0005026121],"domain_scores_gemma":[0.9968489,0.002347234,0.0001097733,0.0003039603,0.000229765,0.0001603064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1120853,0.002316971,0.053303,0.003045786,0.005580035,0.003094503,0.001386114,0.00002596313,0.3965266,0.00921682,0.3944002,0.0190187],"study_design_scores_gemma":[0.1124939,0.007294154,0.3125453,0.002639486,0.002987723,0.001418265,0.000619939,0.0203368,0.01584092,0.00723155,0.5149701,0.001621947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856236,0.0001283543,0.0006916591,0.009059519,0.0009732787,0.002493798,0.0002912956,0.0003503093,0.0003882071],"genre_scores_gemma":[0.9608193,0.00005883103,0.0268293,0.0002057584,0.001092771,0.0008712396,0.0003106968,0.0001086469,0.009703428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3806857,"threshold_uncertainty_score":0.6630518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05115591448008695,"score_gpt":0.3500419484903222,"score_spread":0.2988860340102353,"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."}}