{"id":"W4304205580","doi":"10.1182/bloodadvances.2022007715","title":"A diagnostic classifier for pediatric chronic graft-versus-host disease: results of the ABLE/PBMTC 1202 study","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; University of Calgary; Hospital for Sick Children; University of British Columbia; University of Toronto; Montreal Children's Hospital; University of Manitoba; SickKids Foundation; BC Children's Hospital; CancerCare Manitoba","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Pediatric Blood and Marrow Transplant Consortium","keywords":"Medicine; Hematopoietic stem cell transplantation; Graft-versus-host disease; CXCL10; Internal medicine; Disease; CXCL9; Oncology; Immunology; Gastroenterology; Chemokine; Inflammation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002932543,0.0001571586,0.0002743145,0.00008194848,0.0002344483,0.000007867906,0.0002132852,0.00002340631,0.00007592739],"category_scores_gemma":[0.0007214709,0.0001171203,0.0001392832,0.0004546455,0.00005247593,0.00007502276,0.00006202687,0.0001575646,0.00000439679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006409856,"about_ca_system_score_gemma":0.0003039741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001247898,"about_ca_topic_score_gemma":0.00005133633,"domain_scores_codex":[0.9982761,0.0001111378,0.0004316304,0.0003544095,0.0005677784,0.0002589293],"domain_scores_gemma":[0.9976187,0.001490208,0.0002727417,0.000442652,0.00007293949,0.0001027452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01257641,0.01024272,0.9529488,0.00639736,0.0007977065,0.0003616504,0.004742491,0.002425511,0.002546075,0.0009146539,0.003324371,0.002722269],"study_design_scores_gemma":[0.07553131,0.009417887,0.8539256,0.000407086,0.009558312,0.00005652972,0.006760712,0.0003390679,0.004590175,0.0003902049,0.03825755,0.0007655462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822921,0.01052701,0.00008131099,0.0008226705,0.001185941,0.003604889,0.0005871932,0.00006464674,0.0008343052],"genre_scores_gemma":[0.9974126,0.0005399396,0.0001384427,0.00004229152,0.0002909106,0.0007741121,0.0000531237,0.00002786991,0.0007207317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09902317,"threshold_uncertainty_score":0.4776028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032007706252121,"score_gpt":0.2876957997354383,"score_spread":0.2673757226729171,"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."}}