{"id":"W2068955071","doi":"10.1016/j.bbmt.2008.09.009","title":"Unrelated Donor Hematopoietic Cell Transplantation: Factors Associated with a Better HLA Match","year":2008,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; Office of Naval Research; Takeda Oncology; Health Resources and Services Administration; National Institutes of Health; Otsuka Pharmaceutical; Astellas Pharma; Therakos; Kiadis Pharma; Association of Medical Microbiology and Infectious Disease Canada; American Society for Blood and Marrow Transplantation; Teva Pharmaceutical Industries; WellPoint; HistoGenetics; CellGenix; Medical College of Wisconsin; StemCyte; Enzon Pharmaceuticals; U.S. Navy; Centers for Disease Control and Prevention; Celgene; Osiris Therapeutics; Pfizer; Baxter International; Amgen; Blue Cross and Blue Shield Association; U.S. Department of Health and Human Services; Astellas Pharma US; Bayer HealthCare; U.S. Department of Defense","keywords":"Medicine; Human leukocyte antigen; Internal medicine; Hematopoietic stem cell transplantation; Logistic regression; Multivariate analysis; Transplantation; Oncology; Bone marrow; Surgery; Immunology; Antigen","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":[0.0007463156,0.0001066584,0.0001718527,0.0003742993,0.0002942437,0.0005139381,0.0001666051,0.0002697488,0.004907832],"category_scores_gemma":[0.004901287,0.00005913242,0.0002634291,0.0006007674,0.0002652882,0.0003009071,0.0003110713,0.0005663122,0.0003532358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544377,"about_ca_system_score_gemma":0.0003164885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118846,"about_ca_topic_score_gemma":0.001351623,"domain_scores_codex":[0.9994831,0.0002105105,0.00006131231,0.00006245604,0.00008947694,0.00009300972],"domain_scores_gemma":[0.9958206,0.00147936,0.001709429,0.000162926,0.0001647728,0.0006629035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007887209,0.00002913787,0.9978977,0.00000305044,0.00001690849,0.0000629823,0.00001687577,0.00004360015,0.0001119109,0.00002900978,0.00008012752,0.001629654],"study_design_scores_gemma":[0.000004932677,0.0001267634,0.9979827,0.000005514135,0.00002359595,0.0007656955,0.0001276719,0.0003150789,0.0001696565,0.00006288587,0.0004125014,0.000002925336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987708,0.0002632996,0.0001004331,0.0001196333,0.000007749922,0.000003032141,0.00006602698,0.000002289339,0.0006667303],"genre_scores_gemma":[0.9996725,0.00004312333,0.00004036569,0.00002867993,0.00000951651,0.000001033331,0.00004444688,0.000001219103,0.0001590708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004907832,"threshold_uncertainty_score":0.01641828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826677027983381,"score_gpt":0.2265893191330075,"score_spread":0.2083225488531737,"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."}}