{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003449214,0.0002024068,0.000221989,0.0004493726,0.0002871638,0.0003149366,0.0002192904,0.0002513296,0.001568586],"category_scores_gemma":[0.0008620282,0.0001567405,0.0003185394,0.0006555367,0.0001594441,0.0002206869,0.000193804,0.0003002449,0.00008912902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274668,"about_ca_system_score_gemma":0.000395944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02061148,"about_ca_topic_score_gemma":0.02250788,"domain_scores_codex":[0.9998005,0.0000354181,0.00002409778,0.00005492338,0.0000436335,0.00004147534],"domain_scores_gemma":[0.9994598,0.00005672606,0.0002622104,0.00004184525,0.00007448939,0.0001049775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006149078,0.00002360533,0.9987835,0.000008949744,0.00006212478,0.00002494818,0.00003533379,0.00001687158,0.000221776,0.00001001078,0.00003356946,0.0007177653],"study_design_scores_gemma":[0.000001695021,0.00001873908,0.9997596,0.000001285405,0.00001981379,0.00002174252,0.00003095138,0.00008457986,0.00002727891,0.000004969882,0.00002856099,7.824714e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992362,0.0001747702,0.00004165828,0.00004927358,0.000004185754,0.000003926865,0.0001864346,0.000002183719,0.0003013164],"genre_scores_gemma":[0.9996866,0.00005281494,0.00003919442,0.00001610929,0.000006245805,0.000002908342,0.00008840933,5.150005e-7,0.0001072355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02061148,"threshold_uncertainty_score":0.04098296,"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."}}