{"id":"W2910017535","doi":"10.1289/isee.2011.00937","title":"USE OF REMOTE SENSING ESTIMATES OF NO2 AND PM2.5 EXPOSURE IN A STUDY OF HOSPITAL AND EMERGENCY ROOM VISITS IN ONTARIO, CANADA","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Dalhousie University; Health Canada","funders":"","keywords":"Medicine; Environmental health; Residence; Emergency department; Air pollution; Asthma; Environmental science; Medical emergency; Emergency medicine; Demography","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":[0.00210828,0.0005356786,0.000618834,0.001022066,0.002346328,0.000980847,0.002046403,0.0004188023,0.001084712],"category_scores_gemma":[0.005372586,0.0003794678,0.0007292135,0.002823236,0.000867515,0.0003106002,0.0007194438,0.0005014918,0.0001134862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03520368,"about_ca_system_score_gemma":0.03357609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975361,"about_ca_topic_score_gemma":0.9976064,"domain_scores_codex":[0.9973992,0.000526712,0.0001846412,0.0005109525,0.0009865431,0.0003920109],"domain_scores_gemma":[0.994535,0.0007336636,0.001328594,0.0003279348,0.002282531,0.0007924364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000144085,0.00005088218,0.9927073,0.00007623554,0.0001632968,0.000131132,0.001162829,0.0004450416,0.0003126548,0.00008860631,0.0007668796,0.003951195],"study_design_scores_gemma":[0.0000123885,0.00001951859,0.9986693,0.00001902071,0.00003029973,0.0000213999,0.0004352558,0.0003234574,0.00003698704,0.00001093579,0.0004122476,0.000009295982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902868,0.001245854,0.0004046587,0.0004218654,0.00001464849,0.0001494149,0.004878954,0.00001644862,0.002581309],"genre_scores_gemma":[0.9973195,0.0003219202,0.0003542294,0.00007039754,0.000004758457,0.00004045529,0.001354437,0.000004531463,0.0005298279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03520368,"threshold_uncertainty_score":0.2554218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07755411440093105,"score_gpt":0.270705311904213,"score_spread":0.193151197503282,"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."}}