{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086054,0.0003122363,0.0004661112,0.00125898,0.0008159229,0.001216499,0.001067214,0.0004512803,0.002282731],"category_scores_gemma":[0.003558677,0.0003984263,0.0007171459,0.003574116,0.000238557,0.000493319,0.0009987653,0.001053428,0.0003499934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908882,"about_ca_system_score_gemma":0.002574816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3088119,"about_ca_topic_score_gemma":0.3725064,"domain_scores_codex":[0.9989298,0.0001542935,0.0001518324,0.0004311291,0.0001906179,0.0001422909],"domain_scores_gemma":[0.9963602,0.0005053259,0.001399529,0.0004094438,0.000795716,0.0005297294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009891076,0.00007171063,0.9936128,0.00005584356,0.0002006079,0.00004408124,0.0001285258,0.0001998733,0.00004919503,0.00006542573,0.00422312,0.001249887],"study_design_scores_gemma":[0.00004696424,0.0000256264,0.9971218,0.00004874454,0.0001224426,0.000069652,0.0002904343,0.0005243646,0.00003204785,0.00002824518,0.001679173,0.00001055673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203774,0.0005166602,0.0001571637,0.000371959,0.000021332,0.00007470221,0.07677512,0.00002351569,0.001682239],"genre_scores_gemma":[0.9359368,0.0006235184,0.000485686,0.000270706,0.00004011249,0.0001585885,0.06192794,0.00001268224,0.0005439605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3088119,"threshold_uncertainty_score":0.6140288,"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."}}