{"id":"W2054143669","doi":"10.1016/j.bbmt.2015.01.003","title":"National Institutes of Health Consensus Development Project on Criteria for Clinical Trials in Chronic Graft-versus-Host Disease: III. The 2014 Biomarker Working Group Report","year":2015,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Center for Advancing Translational Sciences; Janssen Research and Development; National Heart, Lung, and Blood Institute; Health Resources and Services Administration; National Institute of Allergy and Infectious Diseases; Medizinische Universität Wien; Universität Wien; Pediatric Blood and Marrow Transplant Consortium; National Cancer Institute; National Institutes of Health; American Society for Blood and Marrow Transplantation","keywords":"Medicine; Graft-versus-host disease; Biomarker; Clinical trial; Disease; Intensive care medicine; Hematopoietic stem cell transplantation; Transplantation; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007624588,0.0001248805,0.0005720181,0.0001570424,0.00004758851,0.000004080392,0.00004583686,0.0001144775,0.000003179629],"category_scores_gemma":[0.0004775277,0.00008791794,0.00008696879,0.00009483543,0.0001927406,0.00002229772,0.000003819881,0.00007511272,4.142276e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004024947,"about_ca_system_score_gemma":0.001268939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006495739,"about_ca_topic_score_gemma":0.0001376381,"domain_scores_codex":[0.9973638,0.0006223254,0.001423646,0.0002616213,0.0001766717,0.000151913],"domain_scores_gemma":[0.9975016,0.001701939,0.0005132483,0.0000972449,0.0001155248,0.00007044619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1352641,0.003996731,0.5230231,0.01861672,0.004017721,0.0003794871,0.01294527,0.00003344438,0.2196269,0.0200328,0.005156545,0.0569071],"study_design_scores_gemma":[0.1243005,0.00749279,0.807906,0.007342239,0.002926183,0.0008123392,0.001094458,0.0006860561,0.03357103,0.001111678,0.01183333,0.0009234297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924288,0.001989894,0.001833677,0.001066362,0.0006000031,0.001797823,0.0001012919,0.00001761519,0.0001644691],"genre_scores_gemma":[0.9952902,0.001157897,0.002358509,0.00006922933,0.00008424738,0.00009758916,0.0009243716,0.000008528812,0.000009406391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2848828,"threshold_uncertainty_score":0.3585189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2931240805256593,"score_gpt":0.4649955744259689,"score_spread":0.1718714939003096,"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."}}