{"id":"W4386757978","doi":"10.1097/hjh.0000000000003563","title":"Lifestyle management of hypertension: International Society of Hypertension position paper endorsed by the World Hypertension League and European Society of Hypertension","year":2023,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Ottawa Hospital; Libin Cardiovascular Institute of Alberta; University of Ottawa","funders":"National Institute on Aging; National Health and Medical Research Council; Manchester Biomedical Research Centre; National Heart Foundation of Australia; National Institute for Health and Care Research; National Heart, Lung, and Blood Institute; Sylvia and Charles Viertel Charitable Foundation; Australian Government; International Society of Hypertension; National Institutes of Health; Bloomberg Philanthropies; British Heart Foundation; Medical Research Council; Chan Zuckerberg Initiative; Bill and Melinda Gates Foundation","keywords":"Medicine; Blood pressure; Prehypertension; Stroke (engine); Disease; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001476977,0.0005058697,0.001461619,0.000292944,0.0003610699,0.00002689031,0.0003383121,0.0002097883,0.00005349497],"category_scores_gemma":[0.0001397128,0.0003302659,0.001096871,0.0008473331,0.0004701509,0.0003335592,0.0005125482,0.0006091227,0.00001436884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084353,"about_ca_system_score_gemma":0.00007899321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009305011,"about_ca_topic_score_gemma":0.000004092921,"domain_scores_codex":[0.9952261,0.0002094322,0.001795202,0.000555495,0.001727713,0.0004860288],"domain_scores_gemma":[0.9951386,0.0005539578,0.001218653,0.0005542219,0.002274281,0.0002602651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001163275,0.001086183,0.001436396,0.0004523531,0.0009846323,0.0004602943,0.0001246136,0.00005144578,0.594328,0.00006396671,0.3944602,0.005388631],"study_design_scores_gemma":[0.05694921,0.007381231,0.556089,0.01879665,0.008006522,0.0253812,0.0185539,0.02415606,0.1000382,0.0009887214,0.1813194,0.002339913],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613886,0.005047052,0.00006643617,0.03106709,0.0009749709,0.000615817,0.00006074306,0.00005843593,0.0007208626],"genre_scores_gemma":[0.965924,0.02310428,0.004193132,0.005280091,0.0005179541,0.000006304752,0.0001464544,0.00009326838,0.0007345679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5546526,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091224572984999,"score_gpt":0.2496916043879695,"score_spread":0.2087793586581195,"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."}}