{"id":"W1605608606","doi":"10.2478/v10001-007-0024-2","title":"Air Pollution and Emergency Department Visits for Depression in Edmonton, Canada","year":2007,"lang":"en","type":"article","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Emergency department; Depression (economics); Medicine; Ozone; Air pollution; Nitrogen dioxide; Air pollutants; Demography; Meteorology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000613016,0.00009270474,0.0001498943,0.00008886927,0.00007698157,0.000002491975,0.00007714864,0.00003062843,0.0002330617],"category_scores_gemma":[0.00004590161,0.00007536359,0.00001674251,0.00004136121,0.0000442371,0.0001558083,0.00004551472,0.00008548352,7.450199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008149365,"about_ca_system_score_gemma":0.00005412107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02377977,"about_ca_topic_score_gemma":0.1135784,"domain_scores_codex":[0.9985856,0.00002063837,0.0005481052,0.0001278123,0.0005183678,0.0001994576],"domain_scores_gemma":[0.999317,0.00007586965,0.0003020097,0.0000382044,0.00001015285,0.0002567103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006761687,0.0001034705,0.9290111,0.00002158548,0.00001139422,0.0000221677,0.0006986238,0.0001617904,0.0005842262,0.00002959943,0.01617758,0.0525023],"study_design_scores_gemma":[0.001103299,0.0002731661,0.9869426,0.00008934511,0.000004447547,0.00009286853,0.0004402924,0.0001458338,0.00004408765,0.0002063188,0.01059689,0.00006079868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890016,0.0009917336,0.0005444794,0.008674148,0.000458588,0.0001838695,0.00005816701,0.00000161124,0.00008577469],"genre_scores_gemma":[0.9942108,0.001786051,0.0004587394,0.003176549,0.0002757966,0.000003103975,0.0000587196,0.00000589215,0.00002428771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08979858,"threshold_uncertainty_score":0.982721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04094884721840066,"score_gpt":0.3714284657481093,"score_spread":0.3304796185297086,"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."}}