{"id":"W4399796382","doi":"10.1016/j.scitotenv.2024.174048","title":"Coarse particulate air pollution and mortality in a multidrug-resistant tuberculosis cohort","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Guangdong Medical Research Foundation; National Natural Science Foundation of China; State University of New York; American Heart Association","keywords":"Particulates; Air pollution; Tuberculosis; Environmental science; Environmental health; Pollution; Cohort; Particulate pollution; Cohort study; Medicine; Biology; Ecology; Internal medicine","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":[0.0004627173,0.0005209292,0.0005566452,0.0007240574,0.001096488,0.00138811,0.0008005885,0.001098463,0.002807407],"category_scores_gemma":[0.001217177,0.0009742968,0.001127825,0.000994224,0.0004731342,0.0008907248,0.0009013248,0.001664806,0.0007940097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645754,"about_ca_system_score_gemma":0.0005047767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02099442,"about_ca_topic_score_gemma":0.01439967,"domain_scores_codex":[0.9996083,0.00007256279,0.00002756359,0.0001347824,0.00005170782,0.0001051217],"domain_scores_gemma":[0.9989752,0.00009967538,0.0002609689,0.000197814,0.00009959823,0.0003669398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003549878,0.0001216401,0.998153,0.000002806197,0.0001146269,0.0001646434,0.0001188997,0.00003135614,0.0005068069,0.00001470219,0.0001001444,0.0003162777],"study_design_scores_gemma":[0.00001210748,0.0001102002,0.9989404,0.000002087053,0.0000520709,0.0001674938,0.0004047377,0.0001786223,0.00003303663,0.00001885674,0.00007479569,0.000005642185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993688,0.00006654895,0.00003246756,0.00004320106,0.0000092467,0.000003477792,0.0002374901,0.000002845707,0.0002358769],"genre_scores_gemma":[0.9992486,0.00006438209,0.00001812876,0.00002669537,0.00001626467,0.000004898994,0.0002274512,0.000002826055,0.0003906716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099442,"threshold_uncertainty_score":0.04174447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202629488021472,"score_gpt":0.2745608250557651,"score_spread":0.2542978762536179,"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."}}