{"id":"W4406992552","doi":"10.1161/str.56.suppl_1.wmp103","title":"Abstract WMP103: Transportation and biomass combustion (including from wildfires) are air pollution sources associated with stroke incidence among women in the California Teachers Study cohort (2000-2018)","year":2025,"lang":"en","type":"article","venue":"Stroke","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Stroke (engine); Incidence (geometry); Environmental health; Air pollution; Biomass burning; Cohort; Pollution; Cohort study; Meteorology; Aerosol; Internal medicine; Ecology; Geography","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":[0.0007010134,0.0004414408,0.0003763287,0.0006585546,0.0005025338,0.000835761,0.0009337154,0.0005004329,0.004005919],"category_scores_gemma":[0.001748924,0.000519516,0.0008872244,0.001098202,0.0002014263,0.0003897305,0.0004551256,0.0006708522,0.0005783915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005397998,"about_ca_system_score_gemma":0.001161814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023586,"about_ca_topic_score_gemma":0.07949467,"domain_scores_codex":[0.999635,0.00005148943,0.00003542166,0.0001453467,0.00007302869,0.00005977933],"domain_scores_gemma":[0.9987543,0.0001214021,0.0005440647,0.0001462968,0.000217945,0.0002159643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000247034,0.0000356055,0.9971555,0.0000194757,0.0001257969,0.00004127892,0.00005777392,0.0000553869,0.0001256433,0.00001587461,0.001579734,0.0005408713],"study_design_scores_gemma":[0.00002852248,0.0000359702,0.999143,0.000008844796,0.00007998999,0.00004016817,0.0001048513,0.0001315756,0.00003749509,0.000009645244,0.0003776864,0.000002298003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771971,0.0002333429,0.000205139,0.0001817159,0.00004284503,0.00005255208,0.02096571,0.00003077597,0.001090766],"genre_scores_gemma":[0.9880711,0.0001436223,0.0001690096,0.00004932942,0.00005216683,0.00008250572,0.009960707,0.00001270257,0.001458925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023586,"threshold_uncertainty_score":0.2035257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936733246840213,"score_gpt":0.2676157134121323,"score_spread":0.2482483809437301,"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."}}