{"id":"W2177488711","doi":"10.1016/j.bbmt.2015.11.008","title":"Significant Improvements in the Practice Patterns of Adult Related Donor Care in US Transplantation Centers","year":2015,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"Office of Naval Research; National Heart, Lung, and Blood Institute; Health Resources and Services Administration; Medac; Swedish Orphan Biovitrum; U.S. Department of Health and Human Services; GlaxoSmithKline; Kiadis Pharma; Miltenyi Biotec; Otsuka America; Incyte; Therakos; Genentech; Seattle Genetics; Chimerix; U.S. Department of Defense; Medical College of Wisconsin; Sanofi; University of Utah; National Institute of Allergy and Infectious Diseases; Blue Cross and Blue Shield Association; Takeda Oncology; University of Minnesota; Sigma-Tau Pharmaceuticals; U.S. Public Health Service; Actinium Pharmaceuticals; Milliman; HistoGenetics; WellPoint; Teva Pharmaceutical Industries; Health Research; National Marrow Donor Program; National Cancer Institute; Genzyme; St. Baldrick's Foundation; Roswell Park Cancer Institute; Fred Hutchinson Cancer Research Center; Leukemia and Lymphoma Society; U.S. Navy; Celgene; Osiris Therapeutics; Merck; StemCyte; Tarix Pharmaceuticals; Allos Therapeutics; Ariad Pharmaceuticals; Otsuka America Pharmaceutical; Amgen; Be The Match Foundation; Onyx Pharmaceuticals","keywords":"Medicine; Transplantation; Intensive care medicine; Family medicine; Gerontology; Internal medicine","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":[0.002558817,0.00009198661,0.000171487,0.0008107882,0.0007395564,0.001242687,0.000782643,0.000905745,0.003220849],"category_scores_gemma":[0.01445905,0.0001646878,0.0002882547,0.002557853,0.0004732145,0.001004445,0.001120553,0.00145551,0.0001967184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557482,"about_ca_system_score_gemma":0.00603462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0489934,"about_ca_topic_score_gemma":0.1168052,"domain_scores_codex":[0.9970196,0.001064207,0.0004816462,0.0003328577,0.0005878974,0.0005138193],"domain_scores_gemma":[0.9767599,0.005004044,0.009903906,0.0007970244,0.003919653,0.003615447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145544,0.0001780633,0.9247687,0.0001403414,0.00005080407,0.000113101,0.00253091,0.0006392134,0.0006864603,0.001039217,0.007043452,0.06269526],"study_design_scores_gemma":[0.00001065105,0.00006354463,0.9882515,0.0001859181,0.00001078102,0.0001863787,0.004836423,0.0008289688,0.0002156899,0.0003358398,0.005060505,0.00001376094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614929,0.003210954,0.001424281,0.02568009,0.0001837814,0.0000625023,0.001166091,0.00006888432,0.006710602],"genre_scores_gemma":[0.9936581,0.001187077,0.001312702,0.002540397,0.00007304713,0.00003081698,0.0005089991,0.00001281039,0.0006759722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0489934,"threshold_uncertainty_score":0.09741646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009381499112500476,"score_gpt":0.2570719080416168,"score_spread":0.2476904089291163,"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."}}