{"id":"W2901765808","doi":"10.1289/isee.2016.2995","title":"PM2.5 and Emergency Room Visits for Respiratory Illness: Effect Modification by Oxidative Potential","year":2016,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Canada; McGill University","funders":"","keywords":"Respiratory illness; Oxidative phosphorylation; Medicine; Respiratory system; Environmental health; Intensive care medicine; Emergency medicine; Chemistry; Internal medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001649829,0.0005740216,0.0004488482,0.0002928279,0.0005390196,0.0006008361,0.0008549917,0.0007938486,0.002074511],"category_scores_gemma":[0.003357381,0.0003685954,0.00162636,0.0004942446,0.0006560198,0.0002561156,0.0004842415,0.0006444796,0.0001325193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497981,"about_ca_system_score_gemma":0.003467774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4773793,"about_ca_topic_score_gemma":0.4512572,"domain_scores_codex":[0.998982,0.0003339716,0.0000362572,0.0002807759,0.0001429464,0.0002241448],"domain_scores_gemma":[0.9980137,0.00049609,0.0006213094,0.0002516957,0.000257124,0.0003601015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003772177,0.0001533181,0.9907854,0.00005655907,0.0009482587,0.000101922,0.0001423401,0.0001528578,0.0009525589,0.00003945862,0.0002414795,0.002653711],"study_design_scores_gemma":[0.00006309024,0.0001819308,0.9990313,0.000007591169,0.0002217796,0.00003183529,0.00002708214,0.00021472,0.00007362875,0.00001437936,0.0001299681,0.000002796401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975464,0.001040826,0.0002129316,0.0001894094,0.00001772067,0.00003727871,0.00054233,0.00001397108,0.000399221],"genre_scores_gemma":[0.9986762,0.0001596135,0.0002061444,0.00004906988,0.000009808082,0.00001850105,0.0003183107,0.000004207876,0.0005580953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4773793,"threshold_uncertainty_score":0.9492013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946812374718776,"score_gpt":0.2857797647726188,"score_spread":0.256311641025431,"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."}}