{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004815313,0.0001612154,0.0001428036,0.00002149151,0.0002141166,0.00003338833,0.0001595777,0.00009768043,0.0002365086],"category_scores_gemma":[0.0002434073,0.0001192859,0.00003989505,0.00005591122,0.00006300025,0.000383648,0.00006474543,0.00007120062,0.000148324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006203379,"about_ca_system_score_gemma":0.000009872389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000802151,"about_ca_topic_score_gemma":0.00001363062,"domain_scores_codex":[0.9987718,0.00006787058,0.0002716326,0.0003960059,0.0002114565,0.000281257],"domain_scores_gemma":[0.9993293,0.0001453388,0.0001740744,0.0001927628,0.00002833917,0.0001301696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001027952,0.00007107562,0.007210972,0.00003849338,0.00002014753,0.000002436975,0.0005169401,0.0009015504,0.7053015,0.0001268848,0.0039617,0.2817456],"study_design_scores_gemma":[0.001698923,0.0007072939,0.6865352,0.0001728561,0.00006370049,0.000004564744,0.0002175932,0.0003739054,0.2930376,0.002948845,0.01332644,0.0009130684],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863367,0.00005088402,0.01198534,0.0002421942,0.0002547645,0.000310429,0.00004143746,0.00005168468,0.0007265342],"genre_scores_gemma":[0.9989484,0.00001853631,0.0001583007,0.00001917981,0.00009700045,0.00006420888,0.00000804584,0.00001401149,0.0006723065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6793243,"threshold_uncertainty_score":0.4864337,"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."}}