{"id":"W2483346839","doi":"10.3390/ijerph13080771","title":"Severe and Moderate Asthma Exacerbations in Asthmatic Children and Exposure to Ambient Air Pollutants","year":2016,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Université Laval; Institut National de Santé Publique du Québec; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Asthma; Asthma exacerbations; Air pollutants; Pollutant; Medicine; Environmental health; Air pollution; Internal medicine; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003561309,0.0001763875,0.0002342417,0.0003536509,0.0003848503,0.0003798405,0.000314842,0.0002855882,0.00133076],"category_scores_gemma":[0.00122116,0.0001330355,0.0004140847,0.0006448003,0.0002539667,0.0001575746,0.0003689783,0.0005943457,0.00009990621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158199,"about_ca_system_score_gemma":0.001314689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2682161,"about_ca_topic_score_gemma":0.3324706,"domain_scores_codex":[0.9997036,0.00004374392,0.00001812686,0.00004829393,0.00009009991,0.00009612962],"domain_scores_gemma":[0.9989937,0.0001242625,0.0004457946,0.00004300118,0.0001474067,0.0002459058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005323931,0.000008352161,0.9987593,0.00001096111,0.00002279991,0.00004594398,0.00002653018,0.0000540742,0.00006743058,0.000009941259,0.0001274055,0.0008140645],"study_design_scores_gemma":[0.000001043034,0.00001013483,0.9997726,0.000003450371,0.000004553196,0.00005925444,0.00002759172,0.00003347055,0.000007417942,0.000005517348,0.00007425768,6.68276e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974202,0.000742519,0.00005787226,0.0001178732,0.000005745659,0.00001031093,0.0009214639,0.000003521827,0.0007205507],"genre_scores_gemma":[0.9988362,0.0002009144,0.00004570511,0.00002071952,0.000006473862,0.000004752731,0.0007386885,9.822211e-7,0.0001455559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2682161,"threshold_uncertainty_score":0.5333099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0539176763339639,"score_gpt":0.3589801973747109,"score_spread":0.305062521040747,"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."}}