{"id":"W7133193243","doi":"10.1177/117863022110253","title":"Air Pollution and Emergency Department Visits for Disease of the Genitourinary System","year":2021,"lang":"en","type":"article","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Environment and Climate Change Canada","keywords":"Air pollution; Emergency department; Air quality index; Health department; Population health; Population; Air Pollution Index; Public health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136,0.0001482914,0.0002660653,0.001374274,0.0006822405,0.0006226585,0.0003646608,0.0003342295,0.008826138],"category_scores_gemma":[0.003041776,0.0001367191,0.0003906839,0.002520403,0.0002507924,0.0001864807,0.0006455579,0.0006368063,0.0003029818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298003,"about_ca_system_score_gemma":0.006437499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8152043,"about_ca_topic_score_gemma":0.8807494,"domain_scores_codex":[0.9994544,0.0000967875,0.00002843315,0.00004598083,0.0002133749,0.0001609073],"domain_scores_gemma":[0.9979131,0.0003572045,0.000544599,0.00006060925,0.0005759429,0.0005486098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004614934,0.00002157292,0.9911752,0.00008392729,0.00005522899,0.00009064878,0.00009801162,0.0000738837,0.00004252052,0.0001140737,0.002947355,0.00525139],"study_design_scores_gemma":[0.000001432369,0.000007976903,0.9988887,0.00003954018,0.00001199736,0.0000367536,0.0001057866,0.00003745432,0.0000101377,0.00003297222,0.0008254966,0.000001939275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913525,0.01387559,0.0001934491,0.004462852,0.0001769643,0.00008441427,0.03204924,0.00003929808,0.03559317],"genre_scores_gemma":[0.9862628,0.005225747,0.0002122951,0.0002730617,0.00006764844,0.00001516032,0.004657329,0.00000907034,0.003276939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8152043,"threshold_uncertainty_score":0.3717679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135142563760287,"score_gpt":0.2461064255404733,"score_spread":0.2347549999028704,"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."}}