{"id":"W2001298756","doi":"10.1136/bmj.h1510","title":"Air pollution, stroke, and anxiety","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Air pollution; Particulates; Pollution; Anxiety; Stroke (engine); Environmental science; Environmental health; Environmental planning; Business; Medicine; Engineering; Psychiatry; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008435485,0.0003820857,0.001084659,0.0007465297,0.002149929,0.001404846,0.0005513224,0.0138497,0.0054677],"category_scores_gemma":[0.0118114,0.0003144835,0.00115416,0.0007169432,0.001139328,0.001313633,0.0007605634,0.009668974,0.001328063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860179,"about_ca_system_score_gemma":0.001755153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098512,"about_ca_topic_score_gemma":0.02129013,"domain_scores_codex":[0.9989523,0.0002580764,0.0001459385,0.0000950005,0.000375891,0.0001726574],"domain_scores_gemma":[0.9979297,0.0009153094,0.0002761222,0.0000602426,0.0003849653,0.0004336536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003258951,0.0004044412,0.05142739,0.0007097074,0.0003391928,0.01784873,0.0005531873,0.0001269494,0.0005699745,0.003393659,0.8483745,0.07592637],"study_design_scores_gemma":[0.001576628,0.001143378,0.314662,0.006391681,0.001002354,0.05367107,0.003277231,0.001646274,0.0004138204,0.02768692,0.5882781,0.0002504795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01022462,0.0248249,0.000168957,0.9242148,0.01940212,0.00003942943,0.0002166556,0.00004756796,0.02086096],"genre_scores_gemma":[0.1038475,0.02496929,0.00035319,0.7102484,0.1492321,0.00009635215,0.0002373193,0.00001763909,0.01099825],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0138497,"threshold_uncertainty_score":0.02184242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123431075487809,"score_gpt":0.3198937775751327,"score_spread":0.2686594668202545,"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."}}