{"id":"W4417019190","doi":"10.1182/blood-2025-3330","title":"Mixed phenotype acute leukemia: Clinical characteristics and real-world outcomes","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Retrospective cohort study; Myeloid; Surrogate endpoint; White blood cell; Bristol-Myers; Disease; Clinical trial","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":[0.000754547,0.0002158477,0.0002720986,0.000859481,0.0002640049,0.0008984691,0.0002846368,0.0003414766,0.002897484],"category_scores_gemma":[0.001978506,0.0001014121,0.0003781659,0.001227479,0.0002139904,0.000694738,0.0006087399,0.0002995447,0.0004419669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039893,"about_ca_system_score_gemma":0.0002127963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006437736,"about_ca_topic_score_gemma":0.0006447644,"domain_scores_codex":[0.9995321,0.0001527283,0.00006984182,0.00009808518,0.0000591193,0.00008813321],"domain_scores_gemma":[0.9981962,0.0002113697,0.001105985,0.00007457101,0.0001033968,0.0003085264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002465838,0.0000179269,0.9983186,0.000009474987,0.00003810388,0.00004805692,0.00001443596,0.00005911192,0.00006267421,0.00002581721,0.00009875574,0.001060538],"study_design_scores_gemma":[0.00002222716,0.0002258383,0.997803,0.00001133279,0.00003707384,0.0006580514,0.0001572184,0.0005245708,0.00006796,0.0001321773,0.0003542437,0.000006221904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978536,0.0002337475,0.0001025433,0.00005987197,0.000004554313,0.00001084715,0.001335723,0.000004688981,0.0003944577],"genre_scores_gemma":[0.9989107,0.00003800349,0.00005142872,0.00001353111,0.00001196887,0.0000108891,0.0009027082,0.000001218939,0.00005957683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002897484,"threshold_uncertainty_score":0.009693027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212601879398432,"score_gpt":0.3522221445858434,"score_spread":0.3200961257918591,"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."}}