{"id":"W2337838598","doi":"10.5588/ijtld.15.0316","title":"PM<SUB>2.5</SUB> as a marker of exposure to tobacco smoke and other sources of particulate matter in Cairo, Egypt","year":2016,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Ain Shams University; National Institute for Health and Care Research; Fogarty International Center; International Development Research Centre","keywords":"Environmental health; Medicine; Tobacco smoke; Smoke; Particulates; Tobacco control; Secondhand smoke; Cigarette smoking; Smoking ban; Indoor air; Cigarette smoke; Indoor air quality; Passive smoking; Public health; Toxicology; Environmental engineering; Environmental science; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006760299,0.0001144871,0.0001977296,0.00007584385,0.00003956447,0.00002730601,0.0002445441,0.00003678095,0.0008637414],"category_scores_gemma":[0.000121877,0.00006538208,0.00008105099,0.00006778523,0.0001655156,0.0002096474,0.0001501578,0.00007268131,0.00001892132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000813797,"about_ca_system_score_gemma":0.00002933276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196109,"about_ca_topic_score_gemma":0.0001233702,"domain_scores_codex":[0.9985514,0.0001183245,0.0004926551,0.0001349432,0.0005294394,0.0001731902],"domain_scores_gemma":[0.999117,0.0001493944,0.0002735218,0.0001345375,0.00004395597,0.0002816007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008687577,0.0001747421,0.9779676,0.00002936761,0.00009426897,0.00001933781,0.001150214,0.0003235365,0.009490242,0.0001682744,0.003458634,0.006255008],"study_design_scores_gemma":[0.0006782052,0.0001068897,0.9946331,0.0003385477,0.00005686668,0.0000253865,0.00007146256,0.0001309444,0.001874713,0.0005957772,0.001390284,0.00009781087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778819,0.0004910824,0.00002928136,0.02112309,0.000078587,0.0001225218,0.00004389786,0.000002089767,0.0002275557],"genre_scores_gemma":[0.9955467,0.0002104963,0.00003804521,0.004051013,0.00006532763,0.000004104172,3.804956e-7,0.000009761656,0.00007414669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01766483,"threshold_uncertainty_score":0.9457363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534685529899078,"score_gpt":0.2807921416127767,"score_spread":0.2654452863137859,"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."}}