{"id":"W4410513081","doi":"10.3899/jrheum.2025-0390.pv077","title":"EXPOSURE TO PER- AND POLYFLUOROALKYL SUBSTANCES (PFAS) AND SYSTEMIC LUPUS ERYTHEMATOSUS: A PILOT STUDY IN THE MICHIGAN LUPUS EPIDEMIOLOGY & SURVEILLANCE (MILES) PROGRAM","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Systemic lupus erythematosus; Systemic lupus; Lupus erythematosus; Environmental health; Immunology; Internal medicine; 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":[0.0008165595,0.0003767952,0.0002212239,0.0003233585,0.000616762,0.0003050364,0.0004395043,0.0003273486,0.001008539],"category_scores_gemma":[0.001392894,0.0002770038,0.000252274,0.0003024608,0.0002173104,0.0002854153,0.0005297096,0.0004363204,0.0003005129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534325,"about_ca_system_score_gemma":0.0003596526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025289,"about_ca_topic_score_gemma":0.01767059,"domain_scores_codex":[0.9994362,0.0002889102,0.00002418686,0.0001376126,0.00006018017,0.0000528602],"domain_scores_gemma":[0.9990597,0.0001702514,0.0002342656,0.0001095875,0.0001164723,0.0003096969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003892408,0.0003345028,0.9956392,0.000007914821,0.00003987148,0.0001001402,0.0002873979,0.00003304583,0.0009511437,0.0000110039,0.0003279562,0.00187862],"study_design_scores_gemma":[0.0000628863,0.001170837,0.9971855,0.000004545144,0.00004652013,0.0001933017,0.0003505051,0.000330468,0.0002303231,0.0000137892,0.0004066885,0.000004506566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992274,0.00001719909,0.000109659,0.0000340051,0.000001398612,0.00003475339,0.0003808732,0.000003829844,0.000190865],"genre_scores_gemma":[0.9983402,0.00003385246,0.0003909323,0.00007060601,0.00001347803,0.000094949,0.0005870713,0.000004045969,0.0004647229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025289,"threshold_uncertainty_score":0.02038646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712009451341572,"score_gpt":0.3111563327413198,"score_spread":0.2840362382279041,"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."}}