{"id":"W4415973121","doi":"10.1016/j.semarthrit.2025.152861","title":"Circulating biomarkers and detection of pulmonary diseases in patients with systemic lupus erythematosus: A systematic review and meta-analysis of observational studies","year":2025,"lang":"en","type":"review","venue":"Seminars in Arthritis and Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Oak Foundation; Syddansk Universitet; Region Syddanmark","keywords":"Observational study; Systemic lupus erythematosus; Connective tissue disease; Systemic lupus; Cohort study; Pulmonary function testing; Case-control study; MEDLINE; Lupus erythematosus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01759448,0.002487583,0.01588103,0.008111523,0.0006375785,0.002765759,0.002049479,0.001911241,0.002155248],"category_scores_gemma":[0.04141369,0.001407527,0.03429703,0.01066351,0.0006296292,0.001424413,0.00156497,0.001449659,0.0001905911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266717,"about_ca_system_score_gemma":0.003941644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005500795,"about_ca_topic_score_gemma":0.01021753,"domain_scores_codex":[0.9857119,0.006706001,0.004592347,0.001394207,0.001234112,0.0003614521],"domain_scores_gemma":[0.9594209,0.03058984,0.005988844,0.00119612,0.002442405,0.0003618686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001349573,0.00002686535,0.01531419,0.3474549,0.6253631,0.0001721759,0.0000972194,0.000605216,0.0001944063,0.0001114294,0.0004858273,0.008825039],"study_design_scores_gemma":[0.0002699583,0.0001452219,0.008073368,0.02144856,0.9683467,0.0001391284,0.00005172627,0.0002112978,0.0000958127,0.0001525033,0.001043284,0.0000224316],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007389001,0.9904621,0.0006665217,0.0001861368,0.0001045959,0.0002157527,0.0008098155,0.00001766108,0.0001484011],"genre_scores_gemma":[0.2109333,0.7815745,0.003258329,0.0007294713,0.0002607574,0.001362624,0.001664936,0.00002736338,0.0001887065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01759448,"threshold_uncertainty_score":0.09304959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05161595698667581,"score_gpt":0.333571294341227,"score_spread":0.2819553373545512,"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."}}