{"id":"W4415471602","doi":"10.1016/j.rdc.2025.08.004","title":"Ambient PM2.5 Exposure and the Incidence of Systemic Lupus Erythematosus","year":2025,"lang":"en","type":"review","venue":"Rheumatic Disease Clinics of North America","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Rheumatoid arthritis; Incidence (geometry); Cohort; Autoimmune disease; Risk factor; Lupus erythematosus; Rheumatic disease; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007512323,0.000762892,0.001718107,0.001997581,0.0001426821,0.0007088806,0.0007029548,0.0008660952,0.002836964],"category_scores_gemma":[0.001137187,0.0003073628,0.001103648,0.002528025,0.0002105598,0.0004838013,0.000501025,0.001035935,0.0007070784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811374,"about_ca_system_score_gemma":0.001110775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937766,"about_ca_topic_score_gemma":0.004726897,"domain_scores_codex":[0.9997699,0.00004535936,0.00004793078,0.00003712815,0.00008400706,0.00001570855],"domain_scores_gemma":[0.9994028,0.0003177561,0.0001293845,0.000009549612,0.0001124614,0.00002806246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001861101,0.00007809615,0.000940571,0.06686108,0.000932641,0.000103315,0.00004139333,0.0003170816,0.0004539719,0.0008463254,0.0187826,0.9104568],"study_design_scores_gemma":[0.0002046378,0.0004916422,0.0208952,0.04885731,0.00599242,0.001705665,0.0001847444,0.0003671007,0.0005234143,0.002035345,0.9186512,0.00009131795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006751452,0.9996413,0.00001597967,0.00006989923,0.00006472357,0.000001595811,0.00001676838,0.000001505042,0.0001207492],"genre_scores_gemma":[0.0005695818,0.999175,0.00003148222,0.00004928865,0.00008269345,0.000002220763,0.00002208312,2.358827e-7,0.00006734089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002937766,"threshold_uncertainty_score":0.009490609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078994418505736,"score_gpt":0.3333399966748078,"score_spread":0.3025500524897504,"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."}}