{"id":"W2901681459","doi":"10.1016/j.bbmt.2018.11.007","title":"Comprehensive B Cell Phenotyping Profile for Chronic Graft-versus-Host Disease Diagnosis","year":2018,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"B-cell activating factor; Medicine; Flow cytometry; Biomarker; B cell; Immunology; Cohort; Population; Cell; CD19; Internal medicine; Oncology; Antibody; Biology","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":[0.0008967398,0.000336096,0.0003992395,0.001501336,0.0002370575,0.0005280305,0.0001942176,0.0002742522,0.001018814],"category_scores_gemma":[0.001250583,0.00008645256,0.0001852784,0.0005860162,0.0001631698,0.0002004954,0.0003367529,0.0003595146,0.0003655935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582581,"about_ca_system_score_gemma":0.0001879606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006803624,"about_ca_topic_score_gemma":0.0007884154,"domain_scores_codex":[0.9995471,0.0001161502,0.00006811801,0.00009308791,0.0001156628,0.00005978251],"domain_scores_gemma":[0.9992768,0.0001896616,0.0001787966,0.00006812369,0.0001667283,0.0001198513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006428135,0.00006466638,0.957846,0.00004273298,0.0000393838,0.0001567758,0.0001206147,0.0002061895,0.02535614,0.00004194359,0.0002602384,0.01522248],"study_design_scores_gemma":[0.00001041826,0.0004609954,0.9887229,0.00002239039,0.00005187431,0.001049215,0.0001080808,0.001312211,0.007263929,0.00007355346,0.0009167233,0.000007656956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960501,0.0009005317,0.001549253,0.00003901532,0.000008882463,0.00004642641,0.0005425326,0.00005981713,0.0008033485],"genre_scores_gemma":[0.9974976,0.0002293392,0.001431769,0.00004489098,0.00001357487,0.00003287365,0.0005656974,0.000006202998,0.0001780414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001501336,"threshold_uncertainty_score":0.004742444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233427573736108,"score_gpt":0.2816066074085278,"score_spread":0.258263850034917,"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."}}