{"id":"W1916081593","doi":"10.2478/v10001-009-0031-6","title":"Air pollution and daily emergency department visits for depression","year":2009,"lang":"en","type":"article","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Emergency department; Air pollution; Nitrogen dioxide; Depression (economics); Poisson regression; Medicine; Environmental science; Relative humidity; Particulates; Ozone; Air pollutants; Environmental health; Meteorology; Population; 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":[0.0004048908,0.0001779139,0.0002399562,0.0005910246,0.0002758782,0.0004713597,0.0003167554,0.0003282186,0.002004276],"category_scores_gemma":[0.002610138,0.0001874075,0.0003190618,0.0007683684,0.0002578532,0.000134663,0.0002770706,0.0004205427,0.0001336563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009709936,"about_ca_system_score_gemma":0.001025604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1600351,"about_ca_topic_score_gemma":0.17722,"domain_scores_codex":[0.9995244,0.00009631729,0.0000367623,0.0000795449,0.0001622601,0.0001006349],"domain_scores_gemma":[0.9982135,0.0003476667,0.0007765932,0.0000569654,0.0003231757,0.0002821233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005954535,0.0000180973,0.9989715,0.000009878372,0.00006283835,0.00001693206,0.00001786086,0.0000406296,0.0000748751,0.000005437373,0.0000356203,0.0006868613],"study_design_scores_gemma":[0.000001627149,0.00002144283,0.999818,0.000002679044,0.000007847551,0.00001895967,0.000019942,0.00006135837,0.00001159959,0.000002782691,0.00003298779,7.216219e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985641,0.0004163269,0.00006409815,0.00005537524,0.000004534954,0.000009251155,0.0005025385,0.000003904956,0.0003799425],"genre_scores_gemma":[0.9992864,0.0001261068,0.00006641956,0.00001343855,0.000005415863,0.000004477238,0.000331655,0.00000109757,0.0001651644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600351,"threshold_uncertainty_score":0.3182073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747049310810895,"score_gpt":0.3893969238280931,"score_spread":0.3419264307199841,"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."}}