{"id":"W3168370343","doi":"10.1177/11786302211025360","title":"Air Pollution and Emergency Department Visits for Disease of the Genitourinary System","year":2021,"lang":"en","type":"article","venue":"Environmental Health Insights","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Health Canada","funders":"","keywords":"Emergency department; Medicine; Air pollution; Environmental health; Confidence interval; Air quality index; Relative risk; Ambulatory; Names of the days of the week; Demography; Meteorology; Geography; Internal medicine","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":[0.0004027113,0.0003622686,0.0004120384,0.0006664079,0.0002940337,0.0006662612,0.0004236388,0.0003553607,0.003153153],"category_scores_gemma":[0.002687383,0.0001945627,0.0007107242,0.001065376,0.0002749806,0.000204457,0.0005356159,0.0005245606,0.000172639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478315,"about_ca_system_score_gemma":0.002369992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4435325,"about_ca_topic_score_gemma":0.5345994,"domain_scores_codex":[0.9995999,0.00008255766,0.00002979162,0.00006791462,0.0001064764,0.000113391],"domain_scores_gemma":[0.998026,0.0005169761,0.000632111,0.0001040143,0.0002263075,0.0004946406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005166528,0.00001163899,0.9984936,0.00001815624,0.0001323219,0.0000466992,0.00002100113,0.0002069163,0.00008009695,0.00001315174,0.0001663955,0.0007583933],"study_design_scores_gemma":[0.000002420913,0.00001861002,0.9991544,0.000008160238,0.00004568454,0.00005197459,0.00003594208,0.0004912193,0.00002008189,0.000008486883,0.0001609358,0.000002070175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993879,0.001738022,0.0002448954,0.0002209053,0.00002832273,0.00001248937,0.002780309,0.00002182383,0.001074233],"genre_scores_gemma":[0.9976196,0.0004669035,0.0001385653,0.00003238861,0.00002176379,0.000004631914,0.001161035,0.000005219012,0.0005499485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4435325,"threshold_uncertainty_score":0.8819017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279592493931236,"score_gpt":0.2786304923683547,"score_spread":0.2558345674290424,"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."}}