{"id":"W4402020309","doi":"10.3324/haematol.2024.285648","title":"Utilization of allogeneic hematopoietic stem cell transplantation among patients with newly diagnosed acute myeloid leukemia in California: a population-based linked dataset study","year":2024,"lang":"en","type":"article","venue":"Haematologica","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Institute of Allergy and Infectious Diseases; Office of Naval Research; Legend Biotech; Pharmacyclics; Kite Pharma; Takeda Oncology; Health Resources and Services Administration; Centers for Disease Control and Prevention; Swedish Orphan Biovitrum; Vertex Pharmaceuticals; Omeros Corporation; Pfizer; Incyte; Kiadis Pharma; TG Therapeutics; Medac; Jazz Pharmaceuticals; StemCyte; Bristol-Myers Squibb; AstraZeneca; CSL Behring; BeiGene; HistoGenetics; Atara Biotherapeutics; CareDx; Actinium Pharmaceuticals; National Cancer Institute; Gilead Sciences; Astellas Pharma; Adaptive Biotechnologies; MorphoSys; California Department of Public Health; Sanofi; GlaxoSmithKline; Amgen; Mallinckrodt Pharmaceuticals; Astellas Pharma US","keywords":"Medicine; Population; Transplantation; Medicaid; Hematopoietic stem cell transplantation; Myeloid leukemia; Young adult; Relative survival; Gerontology; Demography; Internal medicine; Pediatrics; Cancer; Cancer registry; Health care; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003279906,0.0002985318,0.000670005,0.0004415686,0.00006929226,0.00003869451,0.0001977784,0.0002089682,0.0001398007],"category_scores_gemma":[0.00003450572,0.0002144396,0.00007338609,0.0008543591,0.0000928294,0.0001504246,0.00003750857,0.0003700794,0.00005699063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103178,"about_ca_system_score_gemma":0.0004795467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006541859,"about_ca_topic_score_gemma":0.0004006056,"domain_scores_codex":[0.9974039,0.0002418138,0.0007113374,0.0005962926,0.0006716146,0.0003750046],"domain_scores_gemma":[0.9987455,0.0003511916,0.0001582178,0.0004701816,0.0001302912,0.0001445981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001046608,0.0006261038,0.9910492,0.001428272,0.0001257168,0.002201149,0.0009715606,0.001103327,0.0001607072,0.00002013214,0.0004893762,0.0007778261],"study_design_scores_gemma":[0.007883772,0.001217254,0.9776365,0.0006020971,0.0006092408,0.0000499691,0.0005437897,0.009312697,0.001753045,0.00002206468,0.00006163553,0.0003079221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994834,0.0001343317,0.001106065,0.00008195335,0.00004588589,0.002467914,0.001160277,0.0001204305,0.000049139],"genre_scores_gemma":[0.9893695,0.00005895009,0.0005008545,0.00008328737,0.00001281698,0.0002329928,0.009669048,0.00004688078,0.00002567853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01341271,"threshold_uncertainty_score":0.8744591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450228834610765,"score_gpt":0.2877900609250132,"score_spread":0.2632877725789056,"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."}}