{"id":"W4384920479","doi":"10.1016/j.heliyon.2023.e18450","title":"Exposure to indoor and outdoor air pollution in schools in Africa: Current status, knowledge gaps, and a call to action","year":2023,"lang":"en","type":"review","venue":"Heliyon","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Fogarty International Center; National Institutes of Health","keywords":"Indoor air quality; Environmental health; Air pollution; Air quality index; Particulates; Environmental protection; Environmental science; Geography; Medicine; Environmental engineering; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008497817,0.0002963152,0.0007460754,0.0003555412,0.00007699269,0.00003466592,0.0001143974,0.0002578706,0.00003167832],"category_scores_gemma":[0.0003033601,0.0002678817,0.00004502971,0.0009969574,0.00003323618,0.0001751388,0.0003076012,0.000599561,0.0009667263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116368,"about_ca_system_score_gemma":0.0001386443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005158842,"about_ca_topic_score_gemma":0.009129065,"domain_scores_codex":[0.997622,0.0003304135,0.0005964792,0.0005788915,0.0002285168,0.0006437746],"domain_scores_gemma":[0.9990028,0.00008287156,0.0001241623,0.00021394,0.000006348914,0.0005698837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002164114,0.00007747355,0.00122964,0.01482992,0.000003360769,0.00000446146,0.00190682,0.00001198571,0.000001631017,0.00001213401,0.003913794,0.9779871],"study_design_scores_gemma":[0.0002296877,0.0001846108,0.03838107,0.01546864,0.00001983456,0.000003342892,0.0001344282,0.000002780705,5.917477e-7,0.00001964845,0.945289,0.00026636],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005238097,0.9915549,0.00002462771,0.0009052245,0.0002509404,0.00174468,0.00009398501,0.00004177577,0.0001457679],"genre_scores_gemma":[0.0006653881,0.9981651,0.0001482395,0.0003271704,0.00008122076,0.0002346909,0.00001971201,0.00003092201,0.0003275529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9777208,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1588012812897868,"score_gpt":0.4111119489950671,"score_spread":0.2523106677052803,"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."}}