{"id":"W4410715601","doi":"10.3899/jrheum.2025-0390.pt021","title":"B CELL RECEPTOR SEQUENCING REVEALS DISTINCT SELECTION OF AUTOREACTIVE AGE/AUTOIMMUNITY-ASSOCIATED B CELLS IN PATIENTS WITH SLE","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Autoimmunity; Immunology; Autoimmune disease; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004321565,0.0002582685,0.000457686,0.000678669,0.0002143957,0.0003938569,0.0002230099,0.0004658138,0.001447135],"category_scores_gemma":[0.0008673749,0.00020627,0.0003276193,0.0003952949,0.0001960828,0.0001935853,0.0002044769,0.0003087625,0.0002561161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800783,"about_ca_system_score_gemma":0.00009969636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005274437,"about_ca_topic_score_gemma":0.0005707815,"domain_scores_codex":[0.9996114,0.0001022696,0.00004086434,0.0001354708,0.0000635677,0.0000464608],"domain_scores_gemma":[0.999358,0.0002794167,0.0001653381,0.00005323781,0.00005538608,0.00008863366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001928294,0.0001213246,0.9207769,0.00006142815,0.0001591063,0.001274145,0.0003935115,0.0005176377,0.0630768,0.00004961229,0.0001399688,0.01150139],"study_design_scores_gemma":[0.00002999992,0.0006383837,0.9918947,0.000006408841,0.00009004254,0.003196361,0.0001420907,0.0008213841,0.002870001,0.0000488373,0.0002547606,0.000007014718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995685,0.00008265718,0.0001641109,0.000006153919,7.533611e-7,0.000002900061,0.00007972842,0.000006065854,0.00008916156],"genre_scores_gemma":[0.9995219,0.00003201996,0.0001625644,0.00001693099,0.000002683513,0.000006050625,0.0001758582,0.000003881707,0.00007815465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001447135,"threshold_uncertainty_score":0.004841149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008233155962433703,"score_gpt":0.2250693609076612,"score_spread":0.2168362049452275,"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."}}