{"id":"W4411401425","doi":"10.1164/rccm.202410-1925oc","title":"Particulate Matter Associations with Lung Function in Pulmonary Sarcoidosis","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; St. Paul's Hospital; McMaster University; University of British Columbia; St. Joseph’s Healthcare Hamilton; Centre Hospitalier de l’Université de Montréal; McGill University; University of Calgary; University of Toronto","funders":"Boehringer Ingelheim","keywords":"Medicine; DLCO; Vital capacity; Pulmonary function testing; Cohort; Diffusing capacity; Internal medicine; Spirometry; Lung volumes; Cohort study; Confounding; Lung function; Lung; Asthma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00071467,0.0003487896,0.0003094501,0.0007085489,0.0002833063,0.0007030201,0.0003517439,0.0003726972,0.001627008],"category_scores_gemma":[0.001756613,0.0001431966,0.0004638395,0.0008858023,0.0003543328,0.0001755469,0.0003526712,0.000347223,0.0001530919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006035301,"about_ca_system_score_gemma":0.0007655953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0758461,"about_ca_topic_score_gemma":0.0531029,"domain_scores_codex":[0.9995623,0.0000944536,0.00004215224,0.0001259348,0.0001029275,0.00007213513],"domain_scores_gemma":[0.9988583,0.0002243439,0.0004571787,0.000104139,0.0001842317,0.0001718671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001509161,0.00001947269,0.9982067,0.00001717972,0.00008936412,0.00002787395,0.00001173416,0.0001469826,0.0003504798,0.00002130682,0.00005431282,0.0009036395],"study_design_scores_gemma":[0.000005006839,0.00004430201,0.9992921,0.000004571644,0.00004093704,0.00004345044,0.00001567331,0.000326086,0.00008884378,0.00002671918,0.000110902,0.000001406867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964365,0.001033134,0.0002311295,0.0001153609,0.000009876844,0.00001401337,0.001448547,0.000009848015,0.0007015343],"genre_scores_gemma":[0.9991928,0.0001312177,0.00007807432,0.00001299845,0.000009800762,0.00000343528,0.0004417916,0.000001189949,0.0001287621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0758461,"threshold_uncertainty_score":0.1508093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864828011919712,"score_gpt":0.3376868142944384,"score_spread":0.3190385341752413,"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."}}