{"id":"W4220673096","doi":"10.1038/s41371-022-00659-z","title":"HEARTS in the Americas: a global example of using clinically validated automated blood pressure devices in cardiovascular disease prevention and management in primary health care settings","year":2022,"lang":"en","type":"review","venue":"Journal of Human Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Primary care; Disease; Blood pressure; Intensive care medicine; Cardiovascular health; Disease management; Primary health care; Primary prevention; Internal medicine; Family medicine; Environmental health","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":[0.005830561,0.0008155172,0.002879939,0.003402488,0.0003642256,0.002083291,0.0009220646,0.001847489,0.003411694],"category_scores_gemma":[0.008709671,0.0003648757,0.002558109,0.004961414,0.0008017943,0.001418958,0.001107302,0.002601783,0.0005339236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009102303,"about_ca_system_score_gemma":0.003258925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005125869,"about_ca_topic_score_gemma":0.01378811,"domain_scores_codex":[0.998078,0.0007117577,0.0003614852,0.0002747232,0.0004914796,0.00008254203],"domain_scores_gemma":[0.987309,0.01002133,0.0009834198,0.000157848,0.00132244,0.0002058824],"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":[0.0004103629,0.00007235403,0.00158387,0.1025032,0.001834207,0.0001385996,0.0002345731,0.0001663201,0.0005745104,0.003412956,0.02001954,0.8690496],"study_design_scores_gemma":[0.0005149472,0.0007849411,0.02735178,0.2102253,0.01309826,0.001650139,0.001235473,0.0002477986,0.0008704142,0.002610299,0.7412035,0.0002071396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000146051,0.9990647,0.00004413441,0.0003335472,0.0001243868,0.000003235361,0.00003190237,0.000002039875,0.0002499648],"genre_scores_gemma":[0.001982236,0.9968213,0.000306708,0.0006332037,0.0001415514,0.000007610123,0.00003078017,0.000002273149,0.00007434214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005830561,"threshold_uncertainty_score":0.03083527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114519875840315,"score_gpt":0.3849001044258537,"score_spread":0.2734481168418222,"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."}}