{"id":"W4385515556","doi":"10.1111/resp.14565","title":"Where you live matters: Roadways, air pollution and lung function in patients with idiopathic pulmonary fibrosis","year":2023,"lang":"en","type":"letter","venue":"Respirology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary function testing; Lung function; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Cystic fibrosis; Lung; Air pollution; Intensive care medicine; Internal medicine","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":[0.001557636,0.0005404124,0.001344089,0.0007410948,0.00319727,0.001915223,0.000963831,0.02429494,0.004433254],"category_scores_gemma":[0.0106569,0.0004707622,0.001296265,0.001066168,0.001397242,0.001703175,0.0008317857,0.01622824,0.001413978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002312075,"about_ca_system_score_gemma":0.002494982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176775,"about_ca_topic_score_gemma":0.02707436,"domain_scores_codex":[0.9986398,0.0005713616,0.0002232138,0.000147997,0.000186592,0.0002311026],"domain_scores_gemma":[0.9953726,0.002802522,0.0003415648,0.0001121236,0.0003955349,0.0009756459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007195863,0.0004962243,0.1745982,0.0002598012,0.0002530096,0.06107247,0.001507843,0.0002373568,0.000628344,0.002466824,0.7293985,0.0283617],"study_design_scores_gemma":[0.001922403,0.001996487,0.3825902,0.003067053,0.001493797,0.1304323,0.01173924,0.005929465,0.0007434524,0.02258329,0.4370442,0.0004579496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01755449,0.002702247,0.00009138678,0.9615334,0.01179554,0.00002489162,0.0001997954,0.00002521185,0.006073016],"genre_scores_gemma":[0.1688741,0.003161967,0.0004213699,0.7250829,0.09397192,0.0001086641,0.000218568,0.00003641171,0.008124133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02429494,"threshold_uncertainty_score":0.02339852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413916436918204,"score_gpt":0.2362719559082442,"score_spread":0.2221327915390621,"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."}}