{"id":"W4310119465","doi":"10.1182/blood-2022-169710","title":"CCUS and Low-Risk MDS Are Inherently Similar, Sharing Clonal and Clinical Features","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"","keywords":"Cytopenia; Myelodysplastic syndromes; Medicine; Myeloproliferative neoplasm; Internal medicine; Myeloid; Dysplasia; Incidence (geometry); Clinical significance; Oncology; Bone marrow; Myelofibrosis","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":[0.0003925749,0.0002015469,0.0002403088,0.001410214,0.0003295772,0.0003678074,0.0002661075,0.0003041316,0.002024338],"category_scores_gemma":[0.002094096,0.00008408324,0.0001293701,0.000724467,0.0006566363,0.0001984822,0.0006028722,0.000206381,0.0002503602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180507,"about_ca_system_score_gemma":0.000179121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006350227,"about_ca_topic_score_gemma":0.0008551503,"domain_scores_codex":[0.9995378,0.00009331227,0.00007270015,0.0001009168,0.0001056016,0.00008973873],"domain_scores_gemma":[0.9982152,0.0005056142,0.0008704523,0.0001055387,0.0001099032,0.0001932283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002622652,0.00002588336,0.9823043,0.00002759938,0.00002901028,0.001248314,0.0002071419,0.00007973747,0.009141224,0.000377576,0.00007160509,0.00622539],"study_design_scores_gemma":[0.00002123972,0.0003008169,0.9653313,0.00003163278,0.00005884697,0.02604662,0.0004126719,0.0004807228,0.003934282,0.001292518,0.002080176,0.000009356983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988331,0.0002675696,0.0002486186,0.00001547388,0.000001906341,0.00001137114,0.00008571046,0.000006454238,0.0005298017],"genre_scores_gemma":[0.9992606,0.00005555827,0.0003642502,0.00001797961,0.000007237748,0.000008537999,0.0001910219,0.000001893561,0.00009289807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002024338,"threshold_uncertainty_score":0.006772161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589899405712687,"score_gpt":0.3224210220553147,"score_spread":0.2965220279981878,"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."}}