{"id":"W4390029779","doi":"10.1016/j.clml.2023.12.009","title":"Utilization of Autologous Hematopoietic Cell Transplantation Over Time in Multiple Myeloma: A Population-Based Study","year":2023,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Office of Naval Research; Legend Biotech; Pharmacyclics; Takeda Oncology; Health Resources and Services Administration; Centers for Disease Control and Prevention; National Institutes of Health; MorphoSys; Seagen; Astellas Pharma; Adaptive Biotechnologies; Kiadis Pharma; bluebird bio; TG Therapeutics; Medac; Jazz Pharmaceuticals; Swedish Orphan Biovitrum; Omeros Corporation; Vertex Pharmaceuticals; StemCyte; BeiGene; National Center for Advancing Translational Sciences; HistoGenetics; Comprehensive Cancer Center, University of California, Davis; Mallinckrodt Pharmaceuticals; Astellas Pharma US; University of Southern California; Atara Biotherapeutics; CareDx; Actinium Pharmaceuticals; National Cancer Institute; Gilead Sciences; Sanofi; GlaxoSmithKline; Incyte; Pfizer; National Center for Chronic Disease Prevention and Health Promotion; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; CSL Behring; Bristol-Myers Squibb; AstraZeneca; Amgen","keywords":"Medicine; Hazard ratio; Population; Proportional hazards model; Hematopoietic cell; Transplantation; Medicaid; Confidence interval; Oncology; Internal medicine; Haematopoiesis; Stem cell; Health care","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":[0.0008586952,0.000291519,0.0004397958,0.00105723,0.0005587251,0.001173635,0.0005668849,0.001173291,0.001266646],"category_scores_gemma":[0.00285025,0.0003872906,0.0009921324,0.002278472,0.0003988873,0.001346548,0.0006153994,0.001085175,0.0002352811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006605863,"about_ca_system_score_gemma":0.0005136739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009303756,"about_ca_topic_score_gemma":0.00662341,"domain_scores_codex":[0.9991717,0.0002228281,0.00009358399,0.0002070083,0.0001237204,0.000181116],"domain_scores_gemma":[0.9977258,0.0003367497,0.001172831,0.0001476834,0.0002180967,0.0003988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153906,0.00008423017,0.9988437,0.000006278188,0.0001017363,0.00005278802,0.00007940656,0.00003208348,0.00009798099,0.00001096828,0.00003776607,0.0004991518],"study_design_scores_gemma":[0.000005149172,0.0001509499,0.9991015,0.000003276586,0.00005198031,0.000181144,0.0002802586,0.0001136459,0.00002060022,0.00001295204,0.00007382278,0.000004691685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990835,0.0003123659,0.00004306082,0.00004345028,0.000005096347,0.000004453782,0.0002358534,0.000001998074,0.0002700676],"genre_scores_gemma":[0.9995313,0.0001336399,0.00001907431,0.00002830074,0.000008618103,0.000004841534,0.000190529,0.000001487098,0.00008236178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009303756,"threshold_uncertainty_score":0.0184992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05704677653273756,"score_gpt":0.362239627940403,"score_spread":0.3051928514076655,"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."}}