{"id":"W4309902637","doi":"10.3389/ijph.2022.1605193","title":"Association of Household Utility of Cleaner Fuel With Lower Hypertension Prevalence and Blood Pressure in Chinese Adults","year":2022,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"NIH Office of the Director; Faculty of Community and Health Sciences, University of the Western Cape; Fuwai Hospital, Chinese Academy of Medical Sciences; Philippine Council for Health Research and Development; Canadian Institutes of Health Research; United Nations Relief and Works Agency for Palestine Refugees; National Institutes of Health; Independent University, Bangladesh; Servier; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Chinese Academy of Medical Sciences; Universiti Kebangsaan Malaysia; AstraZeneca; Ministério da Ciência, Tecnologia e Inovação; AFA Försäkring; Vetenskapsrådet; Medical Research Council; Indian Council of Medical Research; King Saud University; Hamilton Health Sciences; International Development Research Centre; Saudi Heart Association; Universiti Teknologi MARA; National Research Foundation; North-West University; Public Health Agency of Canada; Universidad de La Frontera; Public Health Agency; GlaxoSmithKline; Sanofi; National Children's Research Centre; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Medicine; Blood pressure; Logistic regression; Environmental health; Odds ratio; Epidemiology; China; Demography; Internal medicine; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001441939,0.00006637249,0.0001596842,0.00008380261,0.00002886967,0.000007397517,0.0002037015,0.00002675861,0.0005406938],"category_scores_gemma":[0.000180303,0.00005095615,0.00003086336,0.0001253915,0.0000514845,0.0003208705,0.0001303595,0.0001904022,3.02601e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279199,"about_ca_system_score_gemma":0.00006341626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004515026,"about_ca_topic_score_gemma":0.0001484824,"domain_scores_codex":[0.998286,0.0001898168,0.000393447,0.0001068161,0.0008710023,0.0001528999],"domain_scores_gemma":[0.9990292,0.000071798,0.000675099,0.00008212749,0.00003135736,0.0001103927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603559,0.0006551157,0.9885846,0.00003114931,0.0000660309,0.00001045998,0.0006063991,0.006950559,0.0001636599,0.000009328523,0.0002458949,0.002516425],"study_design_scores_gemma":[0.001085326,0.0004034274,0.9959297,0.00003835341,0.00001178345,0.00005721406,0.00006991848,0.0003884671,0.00002238197,0.00005012219,0.001900384,0.00004296461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967789,0.0002516208,0.000020075,0.002445004,0.0001232884,0.00005740865,0.00003041982,0.000002271626,0.0002910362],"genre_scores_gemma":[0.9988832,0.0005684311,0.0001544017,0.0002450925,0.00002226137,0.000001381374,0.000002761908,0.000005346247,0.000117077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007345036,"threshold_uncertainty_score":0.5920217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626438420133457,"score_gpt":0.2342817177102031,"score_spread":0.2180173335088686,"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."}}