{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001460326,0.0002938889,0.0005376272,0.0001911285,0.0001303714,0.000005943626,0.00006753529,0.0003274853,0.00008236673],"category_scores_gemma":[0.000007250528,0.000233598,0.00009271437,0.0002417467,0.0002915969,0.0001074497,0.000002615601,0.0001980664,0.00000483342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001209621,"about_ca_system_score_gemma":0.00008950636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005615842,"about_ca_topic_score_gemma":0.00003489903,"domain_scores_codex":[0.9984565,0.0001165315,0.0005221892,0.0003854962,0.0002178274,0.0003014163],"domain_scores_gemma":[0.9991075,0.00028284,0.0002006009,0.0001549997,0.0001128856,0.0001411519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008586987,0.0004458593,0.5962995,0.001859281,0.0004303142,0.0003483584,0.008089813,0.000006328711,0.3913839,0.0001602278,0.00001836954,0.00009927442],"study_design_scores_gemma":[0.01225854,0.001391974,0.4095889,0.0008238754,0.003350002,0.002301165,0.0003252886,0.0000216452,0.5693165,0.0001237432,0.00002131637,0.0004770315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954628,0.0002980877,0.002173712,0.0001974135,0.00007135275,0.0005267243,0.0001812744,0.0001016439,0.0009869552],"genre_scores_gemma":[0.9955568,0.001686331,0.0008919237,0.0001065785,0.00002196251,0.00002570166,0.001565899,0.0000341073,0.0001107038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867106,"threshold_uncertainty_score":0.952585,"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."}}