{"id":"W4229025728","doi":"10.1186/s12931-022-02031-8","title":"Effect of traffic-related air pollution on cough in adults with polymorphisms in several cough-related genes","year":2022,"lang":"en","type":"letter","venue":"Respiratory Research","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stornoway Diamond (Canada); Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute for Health and Care Research; Canadian Institutes of Health Research; WorkSafe Victoria; Reseau canadien de recherche respiratoire; Canada Research Chairs","keywords":"Single-nucleotide polymorphism; Medicine; Chronic cough; Diesel exhaust; Respiratory system; Air pollution; Immunology; Internal medicine; Gene; Genotype; Asthma; Genetics; Biology; Diesel fuel; Chemistry; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009667383,0.001047754,0.002183823,0.005530193,0.0003872465,0.00004935262,0.00111447,0.002923904,0.001861698],"category_scores_gemma":[0.000682074,0.0008529621,0.0004502425,0.006430093,0.001245164,0.0002418429,0.0003570378,0.01958814,0.0002607635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225331,"about_ca_system_score_gemma":0.002792354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004019617,"about_ca_topic_score_gemma":0.0001167032,"domain_scores_codex":[0.978818,0.008763251,0.001963977,0.001999286,0.00599607,0.002459424],"domain_scores_gemma":[0.9947976,0.001912358,0.0004524915,0.001881037,0.0005641329,0.0003923176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1483365,0.004200377,0.01765072,0.01231421,0.002432153,0.1224195,0.004201942,0.0673476,0.005548179,0.0001697219,0.5626651,0.05271399],"study_design_scores_gemma":[0.06761608,0.1128843,0.02236005,0.0190942,0.0003813828,0.0007158577,0.0006382219,0.003590388,0.0114515,0.00005857145,0.757866,0.003343434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452352,0.005507447,3.593922e-7,0.03841362,0.0003078625,0.005195517,0.0001316613,0.0001529396,0.005055396],"genre_scores_gemma":[0.9565846,0.0004607359,0.000006727879,0.03349861,0.0007324346,0.001308783,0.000564968,0.0004681703,0.006375026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1952009,"threshold_uncertainty_score":0.9993921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293962774571919,"score_gpt":0.3345249500397661,"score_spread":0.3015853222940469,"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."}}