{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004195619,0.0002910157,0.0003981235,0.000162282,0.0001506481,0.00001621117,0.0001555981,0.0009531225,0.000273869],"category_scores_gemma":[0.00003068064,0.0002582083,0.00003894007,0.0002455892,0.0002544919,0.0002227777,0.000185085,0.001154776,0.0005993228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003964566,"about_ca_system_score_gemma":0.00003179113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622676,"about_ca_topic_score_gemma":0.0006357975,"domain_scores_codex":[0.9974982,0.0004440348,0.0003822659,0.0006377327,0.0003665605,0.0006712727],"domain_scores_gemma":[0.9992697,0.00005903859,0.0002432729,0.0003121321,0.000008545938,0.0001072655],"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":[0.0005806132,0.00006182602,0.252837,0.0005524214,0.00002114854,0.0001086817,0.0003733468,0.0003209009,0.00001234997,0.000002345442,0.7410877,0.004041721],"study_design_scores_gemma":[0.0004571772,0.0008412801,0.8362939,0.000236204,0.00003385641,0.000007497467,0.00002259525,0.000156927,5.855935e-7,0.0001616278,0.1615342,0.0002541562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1867262,0.0005051143,0.00006677583,0.8112811,0.0003491898,0.0007261059,0.00006392582,0.0001056862,0.0001759259],"genre_scores_gemma":[0.1049275,0.0001524094,0.00006169087,0.8931015,0.0006332158,0.0000774412,0.0001803114,0.00007831376,0.0007876247],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5834569,"threshold_uncertainty_score":0.999987,"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."}}