{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857114,0.0002176955,0.0004151205,0.00005085352,0.0002029595,0.00009847167,0.0003728213,0.000120293,0.0001683957],"category_scores_gemma":[0.0001978146,0.000134436,0.0001481963,0.0000668991,0.0001706908,0.0001328315,0.00005690121,0.0002544452,0.00009483889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002564378,"about_ca_system_score_gemma":0.00005817417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007201137,"about_ca_topic_score_gemma":0.0001459337,"domain_scores_codex":[0.9985318,0.0001092283,0.0003028022,0.0003740062,0.0003242599,0.0003578997],"domain_scores_gemma":[0.9983474,0.0003161219,0.0001254716,0.0009997799,0.00004774767,0.0001634577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01127457,0.001389212,0.9532064,0.00103844,0.0003838109,0.01921625,0.004980302,0.000002324645,0.001949381,0.002654936,0.001462472,0.002441952],"study_design_scores_gemma":[0.006227238,0.0002774952,0.9867943,0.0003580245,0.000756776,0.0002262645,0.0002411537,0.0007212828,0.001852209,0.001249298,0.0008971926,0.0003988016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840943,0.0002460347,0.0002919869,0.008889229,0.0003745961,0.0009201978,0.00005646765,0.00007094693,0.00505626],"genre_scores_gemma":[0.9976674,0.0003178959,0.0003689068,0.0007690964,0.00005972721,0.0006361222,0.00003117006,0.00002089145,0.0001287846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03358792,"threshold_uncertainty_score":0.5482141,"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."}}