{"id":"W3023581429","doi":"10.3389/fvets.2020.00185","title":"Increased Weekly Mean PM2.5, and NO2 Are Associated With Increased Proportions of Lower Airway Granulocytes in Ontario Horses","year":2020,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Veterinary College, University of Guelph","keywords":"Asthma; Exacerbation; Medicine; Bronchoalveolar lavage; Particulates; Nitrogen dioxide; Ozone; Animal science; Environmental health; Internal medicine; Lung; Biology; Meteorology; Geography; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001335493,0.0003633313,0.0007088718,0.000834327,0.0001881589,0.0000743299,0.0009189338,0.0001413156,0.0004020914],"category_scores_gemma":[0.002129892,0.0003186125,0.00006962304,0.002601617,0.002257214,0.0008518282,0.0005900252,0.0007431504,0.000007064139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213696,"about_ca_system_score_gemma":0.001329483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167606,"about_ca_topic_score_gemma":0.005373289,"domain_scores_codex":[0.9958258,0.0003516327,0.0006717991,0.0009937092,0.001265841,0.0008912222],"domain_scores_gemma":[0.9982221,0.0002204658,0.0002873674,0.0004797824,0.0001930372,0.0005972646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01257494,0.001858123,0.8591572,0.0003648218,0.00009387931,0.01653329,0.006246832,0.0001053972,0.09747951,0.00002739365,0.003167423,0.002391202],"study_design_scores_gemma":[0.00264046,0.02337039,0.9638727,0.0008589139,0.00002205293,0.0003152484,0.00181242,0.004860048,0.0002955827,0.0000795448,0.001273802,0.0005988295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975407,0.0001050802,0.0002011474,0.0003861327,0.0001762905,0.0007207404,0.00009072161,0.00007213913,0.0007070741],"genre_scores_gemma":[0.9942146,0.00001195424,0.005334033,0.0001570603,0.0000229205,0.00008029406,0.00003407167,0.00003418486,0.0001108817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1047155,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05822524581253256,"score_gpt":0.3003831899198039,"score_spread":0.2421579441072713,"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."}}