{"id":"W4410715511","doi":"10.3899/jrheum.2025-0390.pv024","title":"BREATHOMICS IN SYSTEMIC LUPUS ERYTHEMATOSUS: UNCOVERING NONINVASIVE MARKERS OF DISEASE ACTIVITY AND FATIGUE","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systemic disease; Connective tissue disease; Lupus erythematosus; Immunopathology; Systemic lupus erythematosus; Disease; Autoimmune disease; Immunology; Dermatology; Internal medicine; 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":[0.0005289433,0.00033288,0.0004540765,0.0007313751,0.0001931329,0.0006172,0.0001507218,0.0004346862,0.00301048],"category_scores_gemma":[0.0007359645,0.000133972,0.0002538428,0.0005870244,0.0001336362,0.0002591059,0.0003482337,0.000227325,0.0004911548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449421,"about_ca_system_score_gemma":0.0001327942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003134395,"about_ca_topic_score_gemma":0.0004410952,"domain_scores_codex":[0.9997739,0.00007117748,0.00002195386,0.00005906191,0.0000443446,0.00002960287],"domain_scores_gemma":[0.999668,0.0001140836,0.0001160548,0.00001638725,0.00004096803,0.00004447784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002070032,0.0002933316,0.8426209,0.0003919748,0.0001887805,0.0006740692,0.0002684053,0.000213973,0.06485796,0.000142824,0.001023745,0.08725396],"study_design_scores_gemma":[0.00004867916,0.001298656,0.9870924,0.00007090501,0.0001441113,0.002222945,0.0002064561,0.0006993036,0.005851123,0.0002384961,0.002112105,0.000014838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889952,0.006428803,0.001730655,0.000188074,0.00003003164,0.00005065171,0.0008964587,0.00003858126,0.001641535],"genre_scores_gemma":[0.9956726,0.001364181,0.001440254,0.00009253388,0.00006683238,0.00003507333,0.0004577759,0.000008034488,0.0008628261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00301048,"threshold_uncertainty_score":0.01007104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442884259370528,"score_gpt":0.2806342003668069,"score_spread":0.2662053577731016,"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."}}