{"id":"W4410715592","doi":"10.3899/jrheum.2025-0390.pt003","title":"LONG-TERM INFECTION RISK IN MODERATE-SEVERE SYSTEMIC LUPUS ERYTHEMATOSUS FROM THE BRITISH ISLES LUPUS ASSESSMENT GROUP BIOLOGICS REGISTER (BILAG-BR): A PROSPECTIVE LONGITUDINAL STUDY","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systemic lupus; Prospective cohort study; Systemic lupus erythematosus; Risk assessment; Lupus erythematosus; Systemic disease; Internal medicine; Dermatology; Surgery; Pediatrics; Physical therapy; Immunology; Immunopathology; Disease","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":[0.001594366,0.0004003452,0.0009445182,0.001730526,0.0006842238,0.001294393,0.0009114302,0.0009397978,0.001951095],"category_scores_gemma":[0.004188417,0.000672798,0.0006780548,0.00373413,0.0003238768,0.0009072985,0.0009685207,0.001212737,0.0006715604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007571,"about_ca_system_score_gemma":0.0008943408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07334691,"about_ca_topic_score_gemma":0.08957642,"domain_scores_codex":[0.9982209,0.0004839996,0.0003052618,0.0003612498,0.0003552597,0.0002734346],"domain_scores_gemma":[0.9941815,0.0007179881,0.002705411,0.0005424855,0.0009706645,0.0008819983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003087031,0.00005413722,0.9979855,0.0000366191,0.0001337713,0.00005328469,0.00008830781,0.00002739348,0.00008483696,0.00001593097,0.0004346076,0.0007769657],"study_design_scores_gemma":[0.00003824625,0.00007576073,0.9991991,0.00002330887,0.00005919459,0.00009554229,0.00009834,0.0000954059,0.00001471624,0.00001148801,0.0002803913,0.00000839549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898999,0.001172077,0.0001494631,0.0001153595,0.0000154355,0.00005621462,0.007723446,0.00001307096,0.000855003],"genre_scores_gemma":[0.9909539,0.0006447917,0.0002016958,0.000140174,0.00003363579,0.0001393871,0.007396742,0.0000103834,0.0004792357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07334691,"threshold_uncertainty_score":0.14584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570392339818232,"score_gpt":0.3190632942186011,"score_spread":0.2933593708204188,"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."}}