{"id":"W2595098826","doi":"10.3324/haematol.2016.156356","title":"Improved survival after acute graft- <i>versus</i> -host disease diagnosis in the modern era","year":2017,"lang":"en","type":"article","venue":"Haematologica","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; Office of Naval Research; Genentech; Health Resources and Services Administration; Swedish Orphan Biovitrum; Otsuka Pharmaceutical; Astellas Pharma; Otsuka America; bluebird bio; Janssen Scientific Affairs; Telomere Diagnostics; Sunesis; Medac; Jazz Pharmaceuticals; Medical College of Wisconsin; Takeda Oncology; University of Minnesota; Spectrum Pharmaceuticals; Alexion Pharmaceuticals; U.S. Navy; Celgene; National Center for Advancing Translational Sciences; HistoGenetics; WellPoint; Onyx Pharmaceuticals; U.S. Department of Defense; Sanofi; Bristol-Myers Squibb; AstraZeneca; U.S. Department of Health and Human Services; Astellas Pharma US; Amgen; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Incyte; Pfizer; Patient-Centered Outcomes Research Institute; National Cancer Institute; Gilead Sciences","keywords":"Medicine; Graft-versus-host disease; Acute leukemia; Disease; Internal medicine; Transplantation; Hematopoietic stem cell transplantation; Cohort; Myelodysplastic syndromes; Myeloid leukemia; Regimen; Gastroenterology; Surgery; Leukemia; Immunology; Bone marrow","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":[0.0006249475,0.0001576135,0.0002325446,0.0002832615,0.0001980601,0.00052706,0.0001795299,0.0002970219,0.00196902],"category_scores_gemma":[0.001369241,0.00003652017,0.0001564656,0.0002789555,0.0003269559,0.0006167608,0.0004710347,0.0005224471,0.0002498587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517533,"about_ca_system_score_gemma":0.0002836975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002275618,"about_ca_topic_score_gemma":0.0004895376,"domain_scores_codex":[0.9997987,0.00007817555,0.00001140302,0.00002002364,0.00003110949,0.000060615],"domain_scores_gemma":[0.9994692,0.0001606421,0.0001559251,0.00004176431,0.00004039618,0.0001320422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01161221,0.0005995793,0.6242169,0.0003213968,0.0003525259,0.003396236,0.0003014564,0.0009388498,0.006928063,0.003238122,0.006410534,0.3416841],"study_design_scores_gemma":[0.0004114574,0.008460387,0.9404555,0.0002611843,0.0004801652,0.01639174,0.0004731297,0.001865501,0.003335549,0.007017114,0.0208009,0.00004746373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687929,0.02114535,0.0009333921,0.001862928,0.0004636526,0.00001148719,0.0002632286,0.00003842574,0.006488691],"genre_scores_gemma":[0.9970804,0.001775911,0.000204375,0.0001867138,0.0002708404,0.000003501855,0.0001861092,0.000003998543,0.0002880644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00196902,"threshold_uncertainty_score":0.006586969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457167738749611,"score_gpt":0.3014838367217284,"score_spread":0.2669121593342323,"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."}}