{"id":"W2759286145","doi":"10.1016/j.clim.2017.09.021","title":"Circulating B cells in type 1 diabetics exhibit fewer maturation-associated phenotypes","year":2017,"lang":"en","type":"article","venue":"Clinical Immunology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Juvenile Diabetes Research Foundation United States of America; University of Pennsylvania","keywords":"Immunophenotyping; Phenotype; Biology; B cell; Immunology; Autoantibody; Autoimmunity; Cell type; Transmembrane protein; Receptor; Cell; Antibody; Antigen; Genetics; Gene","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":[0.0004218185,0.0001390444,0.0002759077,0.00002602044,0.0001800128,0.00006311142,0.0003693388,0.0004961086,0.00004373317],"category_scores_gemma":[0.00219272,0.0001400768,0.0001156419,0.00004968705,0.0002443007,0.000007734558,0.0002212679,0.0002649367,0.00007583376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001643955,"about_ca_system_score_gemma":0.00006755973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003864874,"about_ca_topic_score_gemma":0.0001168446,"domain_scores_codex":[0.9986589,0.0001399675,0.0004435489,0.0003443297,0.00006464797,0.0003486105],"domain_scores_gemma":[0.9988987,0.0000744881,0.0003247247,0.0005418274,0.0001171642,0.00004303618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002755013,0.001097479,0.4919738,0.00001489396,0.000800476,0.00002781925,0.00009608192,0.0001093174,0.464265,0.0003633607,0.005608562,0.03536773],"study_design_scores_gemma":[0.003673283,0.0008109955,0.9512052,0.00006534798,0.00007805827,0.000001434229,0.0001571388,0.0003950449,0.02072043,0.001552181,0.0206903,0.0006505827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950203,0.0007601026,0.00001263578,0.0003447999,0.001164685,0.0001110932,0.000009711678,0.00001482151,0.002561809],"genre_scores_gemma":[0.9980138,0.0005394661,0.0001056851,0.0003668818,0.0001332176,0.000006064291,0.0001109975,0.00002244248,0.0007014351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4592314,"threshold_uncertainty_score":0.5712168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402854674912694,"score_gpt":0.3156138372902007,"score_spread":0.2915852905410737,"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."}}