{"id":"W4322004749","doi":"10.5194/egusphere-egu23-9361","title":"Investigating Emergency Room Visits for Cardiorespiratory Diseases in Alberta and Ontario, Canada in Relation to Wildfires","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Smoke; Air quality index; Moderate-resolution imaging spectroradiometer; Air pollution; Pollution; Meteorology; Climatology; Atmospheric sciences; Satellite; Geography; Chemistry","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":[0.0004352759,0.0002875022,0.0002618194,0.001563499,0.002930415,0.001068521,0.001169417,0.0004171211,0.002335143],"category_scores_gemma":[0.001659451,0.0003050728,0.0002947114,0.003651088,0.0007388583,0.000281764,0.0008035122,0.000469937,0.0002165752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03836487,"about_ca_system_score_gemma":0.039926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967929,"about_ca_topic_score_gemma":0.9989045,"domain_scores_codex":[0.999137,0.00005231486,0.00004284646,0.00009307909,0.000385907,0.0002888791],"domain_scores_gemma":[0.9980165,0.0001015726,0.0003399586,0.00003115347,0.0008128999,0.000697959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008382337,0.00005247864,0.9881915,0.00006793715,0.00002851027,0.0004804809,0.002024382,0.0001203351,0.000360349,0.00009595414,0.002111163,0.006382994],"study_design_scores_gemma":[0.000005369812,0.00002051246,0.9953184,0.0000312439,0.0000089476,0.00009672473,0.003239735,0.0001015086,0.00005199052,0.00001691756,0.001101886,0.00000664739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856949,0.001665029,0.0001208332,0.0009807723,0.00002633009,0.0001302182,0.004620799,0.00001697843,0.006744091],"genre_scores_gemma":[0.9902955,0.00206242,0.0003844112,0.0004285436,0.00002707045,0.00004724216,0.002281109,0.000007739095,0.004466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03836487,"threshold_uncertainty_score":0.2783579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06236594410110474,"score_gpt":0.3005481893728379,"score_spread":0.2381822452717332,"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."}}