{"id":"W2106429556","doi":"10.3324/haematol.2012.076349","title":"Quantitative and qualitative differences in use and trends of hematopoietic stem cell transplantation: a Global Observational Study","year":2013,"lang":"en","type":"article","venue":"Haematologica","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Princess Margaret Cancer Centre","funders":"National Institute of Allergy and Infectious Diseases; Office of Naval Research; National Heart, Lung, and Blood Institute; Takeda Oncology; Chugai Pharmaceutical; Merck Sharp and Dohme; IC Design Education Center; Astellas Pharma; Eisai; Genentech; CellGenix; Bayer HealthCare; Otsuka America; American Society for Blood and Marrow Transplantation; National Institutes of Health; BioMarin Pharmaceutical; Kiadis Pharma; Therakos; Les Laboratories Pierre Fabre; WellPoint; Teva Pharmaceutical Industries; HistoGenetics; Medical College of Wisconsin; StemCyte; Sanofi; Enzon Pharmaceuticals; Alexion Pharmaceuticals; Health Resources and Services Administration; Viropharma; U.S. Navy; Centers for Disease Control and Prevention; Osiris Therapeutics; Celgene; Pfizer; Biogen; Baxter International; U.S. Public Health Service; U.S. Department of Defense; U.S. Department of Health and Human Services; Astellas Pharma US; National Research Foundation; Otsuka America Pharmaceutical; Amgen; Blue Cross and Blue Shield Association; Be The Match Foundation; National Cancer Institute; Gilead Sciences","keywords":"Transplantation; Medicine; Population; Hematopoietic stem cell transplantation; Leukemia; Myelodysplastic syndromes; Stem cell; Hematopoietic stem cell; Internal medicine; Immunology; Haematopoiesis; Environmental health; Bone marrow; Biology","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":[0.001587784,0.0002661628,0.0003824561,0.0009916627,0.0002560506,0.000717948,0.0003602961,0.0005577432,0.001038945],"category_scores_gemma":[0.003576523,0.0003702796,0.0007340065,0.00289092,0.0006557466,0.001020629,0.0007864524,0.0006375563,0.0002252026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994811,"about_ca_system_score_gemma":0.0003430159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006653097,"about_ca_topic_score_gemma":0.005038276,"domain_scores_codex":[0.9989958,0.0003654652,0.0001589169,0.0002239765,0.0001101298,0.0001457032],"domain_scores_gemma":[0.9959478,0.0008973108,0.002168195,0.0003588714,0.0002797662,0.0003481457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004623431,0.00001546092,0.9989529,0.00002212197,0.00007406487,0.00002895411,0.0001684792,0.00003157459,0.00004026192,0.00002398488,0.00007837438,0.0005176254],"study_design_scores_gemma":[0.000004332858,0.00005678814,0.9989974,0.00001292138,0.0000323462,0.0001182243,0.000468347,0.0001008055,0.00001599975,0.0000238601,0.0001638784,0.000005107015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997729,0.0004638363,0.0001084977,0.00007416272,0.000004989619,0.000009888788,0.001295433,0.000003675888,0.0003105926],"genre_scores_gemma":[0.9987618,0.000213329,0.00006291257,0.00004438614,0.000004931013,0.0000116843,0.0008556101,0.000002631655,0.00004273783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006653097,"threshold_uncertainty_score":0.01322877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839209497776282,"score_gpt":0.3623463507827868,"score_spread":0.1784254010051586,"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."}}