{"id":"W3040290248","doi":"10.1186/s12940-020-00632-8","title":"Ex vivo innate responses to particulate matter from livestock farms in asthma patients and healthy individuals","year":2020,"lang":"en","type":"article","venue":"Environmental Health","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Rijksinstituut voor Volksgezondheid en Milieu; China Scholarship Council; Chiesi Farmaceutici","keywords":"Asthma; Immunology; Oxidative stress; Peripheral blood mononuclear cell; Medicine; Cytokine; Ex vivo; Superoxide dismutase; In vivo; Internal medicine; Biology; Biotechnology; In vitro; Biochemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003346178,0.0002315187,0.0002977125,0.00003880516,0.0001616583,0.00004287967,0.0001896045,0.0001033314,0.002477294],"category_scores_gemma":[0.00002310544,0.0002335086,0.00003687715,0.000148881,0.00014288,0.0002774623,0.0004333931,0.0002849602,0.002787245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723101,"about_ca_system_score_gemma":0.00001614312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809974,"about_ca_topic_score_gemma":0.0002536554,"domain_scores_codex":[0.9975823,0.0003967687,0.0005094152,0.0006219352,0.00033322,0.0005563516],"domain_scores_gemma":[0.999029,0.00006239295,0.0001338679,0.0001911436,8.364828e-7,0.0005826919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003061529,0.0002538112,0.9719712,0.0000192181,0.000006195928,0.000006485699,0.01304059,0.0001142307,0.002524576,0.000004493752,0.005255834,0.006497277],"study_design_scores_gemma":[0.001130011,0.0007323488,0.9750846,0.00002321321,0.000002522576,0.000001604622,0.0003704672,0.00003469881,0.0007950246,0.00006804786,0.02150704,0.0002503887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836469,0.00008095613,0.0000418531,0.01480538,0.00006841436,0.0007427261,0.0004233972,0.00002259617,0.0001677407],"genre_scores_gemma":[0.9393727,0.00005489052,0.001008354,0.059304,0.00003687148,0.00002054583,0.00006455787,0.00002621681,0.0001119037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04449862,"threshold_uncertainty_score":0.9984346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386949345547843,"score_gpt":0.2450093754206811,"score_spread":0.2311398819652027,"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."}}