{"id":"W3002532321","doi":"10.1016/j.envres.2020.109161","title":"Residential exposure to outdoor air pollution and adult lung function, with focus on small airway obstruction","year":2020,"lang":"en","type":"article","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"European Regional Development Fund; Centre hospitalier régional universitaire de Lille; Ministère de l'Enseignement Supérieur et de la Recherche; Institute Pasteur De Lille; Région Hauts-de-France; Université de Lille; Ministère de l'Enseignement supérieur, de la Recherche et de l'Innovation","keywords":"Lung function; Airway obstruction; Air pollution; Airway; Small airways; Lung; Focus (optics); Environmental science; Medicine; Environmental health; Biology; Surgery; Internal medicine; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004706378,0.0003312609,0.0003092616,0.0006798028,0.0002732677,0.0006354174,0.0004188428,0.0006080921,0.003672512],"category_scores_gemma":[0.00113591,0.0001651262,0.0006948274,0.001292739,0.0002777464,0.0005001666,0.0004159775,0.0003592866,0.0004111861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092385,"about_ca_system_score_gemma":0.000336284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008729187,"about_ca_topic_score_gemma":0.01067623,"domain_scores_codex":[0.9997652,0.00008098483,0.00001814564,0.00004973022,0.00003835041,0.00004758066],"domain_scores_gemma":[0.9993933,0.0001857112,0.0001489753,0.00003804768,0.0000705033,0.0001634493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006168189,0.00014627,0.9912107,0.00006877153,0.0002914575,0.0001782762,0.0001071826,0.0001254545,0.0006103375,0.00008517806,0.0003232956,0.006236251],"study_design_scores_gemma":[0.000004007784,0.0001345602,0.9990095,0.000007996911,0.00009294649,0.0001912531,0.0001115695,0.00008499677,0.00006463106,0.00004200793,0.0002543623,0.000002076207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892042,0.007154295,0.0001690848,0.0002248957,0.00004193493,0.00000655105,0.0005365241,0.00001527339,0.00264713],"genre_scores_gemma":[0.9973487,0.001335481,0.0000811702,0.00003612267,0.000109865,0.000004395135,0.0002478326,0.000003891034,0.000832597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008729187,"threshold_uncertainty_score":0.01735675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04413258129960478,"score_gpt":0.3046036372652935,"score_spread":0.2604710559656888,"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."}}