{"id":"W7108485025","doi":"10.1182/blood-2025-5097","title":"Real-world treatment patterns, outcomes, and unmet needs in patients with ph+ ALL receiving tyrosine kinase inhibitors in the United States: Emerging trends and the role of asciminib-based combinations","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":"Group for Research in Decision Analysis","funders":"","keywords":"Retrospective cohort study; Tyrosine-kinase inhibitor; Cohort; Dasatinib; Cohort study; Bristol-Myers; Nilotinib","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":[0.0007517267,0.0001442764,0.0003148759,0.0007010681,0.0003283319,0.0008206344,0.0003068679,0.0003275406,0.001195896],"category_scores_gemma":[0.002713423,0.0001601268,0.0003802061,0.001756201,0.0002272786,0.0007568842,0.0006177212,0.0006242983,0.0001907428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441215,"about_ca_system_score_gemma":0.0006182241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00655443,"about_ca_topic_score_gemma":0.01012103,"domain_scores_codex":[0.9991824,0.0002025998,0.0001658689,0.0001900043,0.0001262324,0.0001327807],"domain_scores_gemma":[0.9974063,0.0002458529,0.001727348,0.00008866817,0.000221882,0.0003098887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114143,0.00003333799,0.9978731,0.00001408529,0.00004352745,0.00004211003,0.00006457453,0.0000548268,0.0000358734,0.00002885562,0.0003477049,0.001350623],"study_design_scores_gemma":[0.00001577054,0.0001241113,0.9975546,0.0000330355,0.00003780647,0.000279458,0.0006235613,0.0005551112,0.00004705822,0.00006705149,0.0006545795,0.000007898747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960822,0.0004557402,0.00007073046,0.0002938422,0.000007651708,0.00001318292,0.002664593,0.000003181537,0.0004087946],"genre_scores_gemma":[0.9978109,0.0001917883,0.00007217794,0.0001070841,0.00001502833,0.00001629472,0.001725293,0.000002047615,0.00005946369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00655443,"threshold_uncertainty_score":0.01303256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008571614611094965,"score_gpt":0.2713230086125489,"score_spread":0.2627513940014539,"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."}}