{"id":"W4386270936","doi":"10.1016/s2152-2650(23)00651-1","title":"POSTER: MPN-540 Disease Progression and Leukemic Transformation in Patients With Lower-Risk Myelofibrosis: An Analysis From the Myelofibrosis and Essential Thrombocythemia Observational Study (MOST)","year":2023,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Myelofibrosis; Essential thrombocythemia; Medicine; Observational study; Internal medicine; Disease; Oncology; Polycythemia vera; Bone marrow","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":[0.000841165,0.0003225976,0.0004519885,0.0004270684,0.0004061398,0.0007086814,0.0004094059,0.0006450016,0.006469555],"category_scores_gemma":[0.002299539,0.0003187113,0.001013088,0.0009858523,0.0001315773,0.0005078374,0.0005398531,0.0009495328,0.0007567024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284494,"about_ca_system_score_gemma":0.0003629511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019657,"about_ca_topic_score_gemma":0.004179046,"domain_scores_codex":[0.9996118,0.0001252881,0.00004482878,0.000100411,0.0000533646,0.00006432753],"domain_scores_gemma":[0.9987974,0.0002091706,0.0004332921,0.000146755,0.0001402664,0.0002731332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004879773,0.0001434042,0.9827676,0.00009280621,0.0009681352,0.00009117571,0.00005812518,0.0001106877,0.0004653251,0.00007398451,0.004529959,0.005819011],"study_design_scores_gemma":[0.0003231785,0.0002460785,0.9974002,0.00002428448,0.0005402257,0.0001016396,0.00007164913,0.0001486937,0.00007250241,0.0000765262,0.0009858297,0.000009324097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803914,0.001908619,0.0001676048,0.0008591795,0.0001974653,0.0000383057,0.01483913,0.00001854283,0.001579745],"genre_scores_gemma":[0.9878199,0.0007029789,0.0002011329,0.0003395483,0.0004226739,0.00005600675,0.008727349,0.00001099635,0.001719546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006469555,"threshold_uncertainty_score":0.0216428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200216297594318,"score_gpt":0.3310013432957651,"score_spread":0.298999180319822,"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."}}