{"id":"W4389136978","doi":"10.1164/rccm.202307-1275oc","title":"Ambient Ultrafine Particulate Matter and Clinical Outcomes in Fibrotic Interstitial Lung Disease","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Vancouver Coastal Health; St. Paul's Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; Michael Smith Health Research BC; F. Hoffmann-La Roche; Canadian Lung Association; Canadian Institutes of Health Research; Regeneron Pharmaceuticals; Pulmonary Fibrosis Foundation; National Heart, Lung, and Blood Institute; U.S. Environmental Protection Agency","keywords":"Medicine; DLCO; Internal medicine; Proportional hazards model; Ultrafine particle; Cohort; Vital capacity; Lung transplantation; Prospective cohort study; Transplantation; Lung; Diffusing capacity; Lung function","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":[0.0008933729,0.000342942,0.0002612307,0.0007281281,0.0002793547,0.0005120341,0.0004676801,0.0003175824,0.001611831],"category_scores_gemma":[0.00242752,0.0001533453,0.0005552901,0.00101536,0.0002977242,0.000332604,0.0004792356,0.0003880199,0.0001422939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331635,"about_ca_system_score_gemma":0.0004202768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007371957,"about_ca_topic_score_gemma":0.005952985,"domain_scores_codex":[0.9994672,0.0001840682,0.00004443533,0.0001667613,0.00007944999,0.00005803258],"domain_scores_gemma":[0.9977601,0.0003946384,0.001138845,0.0002266357,0.0002046575,0.0002750325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009178085,0.00001367389,0.9990807,0.000007758294,0.00005549499,0.00001100011,0.00001081139,0.0001087613,0.00009269975,0.0000160686,0.00004288121,0.0004684157],"study_design_scores_gemma":[0.0000098299,0.00007243073,0.998743,0.000005772058,0.00004260859,0.00006208613,0.00003161547,0.0007247389,0.0001118099,0.00006091385,0.0001327256,0.000002397242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976147,0.0003294903,0.0003277491,0.00006733931,0.000006808108,0.000009517393,0.001386897,0.00000732464,0.0002501794],"genre_scores_gemma":[0.9990767,0.00006640271,0.0001555763,0.00001559503,0.00001911957,0.000008778413,0.0005731382,0.000001567748,0.00008297815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007371957,"threshold_uncertainty_score":0.01465809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900660308441612,"score_gpt":0.351912951669275,"score_spread":0.3329063485848589,"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."}}