{"id":"W4403097293","doi":"10.1183/13993003.00907-2024","title":"Residential exposure to<i>Aspergillus</i>spp<i>.</i>is associated with exacerbations in COPD","year":2024,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Singapore Immunology Network; Imam Abdulrahman Bin Faisal University; Medical Research Council Canada; Medical Research Council; Ministry of Education, India; Canada Research Chairs; Agency for Science, Technology and Research; National Research Foundation Singapore; Biomedical Research Council; National Medical Research Council; National Research Foundation; National University of Singapore; INOVIO Pharmaceuticals; Lee Kong Chian School of Medicine, Nanyang Technological University; Chiesi Farmaceutici; AstraZeneca; CSL Behring; Ministry of Education - Singapore; Genome British Columbia; Singapore Food Agency","keywords":"Medicine; COPD; Aspergillus; Environmental health; Intensive care medicine; Microbiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001966658,0.0001994406,0.0003330952,0.0004086087,0.0003793462,0.0005247796,0.0002196514,0.0003141632,0.001274188],"category_scores_gemma":[0.0005668562,0.0001519839,0.0004038467,0.0007116537,0.0002356741,0.0001396723,0.0004180952,0.0003202607,0.0001731006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004392915,"about_ca_system_score_gemma":0.0003435151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006734,"about_ca_topic_score_gemma":0.03888191,"domain_scores_codex":[0.9996729,0.00004999786,0.00002971264,0.0001122,0.00007877591,0.00005652413],"domain_scores_gemma":[0.9993901,0.00005451215,0.0002995613,0.00003951343,0.0001091465,0.000107244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001155797,0.00001460606,0.9891222,0.00004555894,0.0001148666,0.00009687139,0.00008258672,0.00005772844,0.007789075,0.0000139284,0.0001560033,0.002391069],"study_design_scores_gemma":[9.107862e-7,0.00001850738,0.9992945,0.00000565632,0.00002414577,0.0001501573,0.0000794455,0.00007018841,0.0002289339,0.00001420557,0.0001118533,0.000001443654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984506,0.0003890737,0.0001326877,0.000064136,0.000004410082,0.000006214274,0.0006081872,0.00000727293,0.0003372953],"genre_scores_gemma":[0.9991409,0.0001427582,0.0001405911,0.00003969727,0.000004324002,0.000004225464,0.0004149451,0.000002571879,0.0001100572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02006734,"threshold_uncertainty_score":0.03990108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647609600438097,"score_gpt":0.2368520755239961,"score_spread":0.2203759795196151,"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."}}