{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01493336,0.0009785631,0.001200142,0.0008910592,0.0002447333,0.001146708,0.0006169554,0.0008774478,0.001144848],"category_scores_gemma":[0.02548244,0.0002456565,0.001545613,0.0006394906,0.0003463881,0.0009420566,0.0006168166,0.000994574,0.0005440175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210654,"about_ca_system_score_gemma":0.0005295511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623023,"about_ca_topic_score_gemma":0.001212246,"domain_scores_codex":[0.9944338,0.003392159,0.0003744314,0.0007791314,0.0008262882,0.0001941587],"domain_scores_gemma":[0.9833395,0.010946,0.001426801,0.00167756,0.001769204,0.0008408609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01164002,0.0005352839,0.9537688,0.0001126808,0.001428825,0.0001228234,0.0001641604,0.002414807,0.001067355,0.00007633628,0.001845573,0.02682324],"study_design_scores_gemma":[0.001574821,0.009623498,0.9055195,0.000129185,0.003642652,0.001016765,0.0005423407,0.07008266,0.003321693,0.0003225617,0.004135448,0.00008879796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944807,0.0007170982,0.002102038,0.0001415631,0.00005247625,0.0001109763,0.001757739,0.00004451156,0.000592753],"genre_scores_gemma":[0.9928408,0.0002677573,0.002439706,0.0000928781,0.00007052538,0.0001025137,0.003733528,0.00004357965,0.0004088305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493336,"threshold_uncertainty_score":0.07897609,"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."}}