{"id":"W4361252724","doi":"10.1200/jco.22.02120","title":"Measurable Residual Disease and Fusion Partner Independently Predict Survival and Relapse Risk in Childhood <i>KMT2A</i>-Rearranged Acute Myeloid Leukemia: A Study by the International Berlin-Frankfurt-Münster Study Group","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"National Cancer Institute; Children's Cancer and Leukaemia Group","keywords":"Medicine; Myeloid leukemia; Disease; Oncology; Internal medicine; Leukemia","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":[0.0005216895,0.000243881,0.0002839502,0.0004562903,0.0001293219,0.000585459,0.0002767945,0.0003034666,0.0006782231],"category_scores_gemma":[0.001286063,0.0001467531,0.0003263057,0.0005131963,0.0002752818,0.0002638137,0.000320539,0.0002880962,0.0001040779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699227,"about_ca_system_score_gemma":0.0001892453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734662,"about_ca_topic_score_gemma":0.002448472,"domain_scores_codex":[0.9997171,0.00007983834,0.00003374375,0.00007072307,0.00005959042,0.00003902534],"domain_scores_gemma":[0.9990145,0.0002021127,0.0005348605,0.00006323012,0.00003853928,0.000146699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003583616,0.00001190201,0.9979467,0.000007595159,0.00004685839,0.00004151179,0.00002484974,0.00006968217,0.0002211311,0.00001682601,0.0000528531,0.001201812],"study_design_scores_gemma":[0.00004198856,0.0001556082,0.9984975,0.000007870321,0.00007615853,0.000421081,0.00005234125,0.0002947059,0.0001700195,0.00002708835,0.0002517344,0.000003923059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993746,0.0003281788,0.00002625905,0.00002218028,0.00000201698,0.000003315249,0.0001058892,0.000001099455,0.0001365544],"genre_scores_gemma":[0.9997185,0.00006497894,0.00002470948,0.000009461906,0.00000668353,0.000002405855,0.0001306456,7.624228e-7,0.0000418313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001734662,"threshold_uncertainty_score":0.003449142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0617648037943764,"score_gpt":0.4019557079506758,"score_spread":0.3401909041562994,"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."}}