{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002343262,0.0003242457,0.003516207,0.0004653067,0.0001126074,0.00002284718,0.0001934243,0.0001217968,0.000006603162],"category_scores_gemma":[0.00007855039,0.0002148031,0.0006781131,0.0006460823,0.00007033361,0.00009558257,0.0002477771,0.0006545284,1.713767e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000832102,"about_ca_system_score_gemma":0.0003628095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004412018,"about_ca_topic_score_gemma":0.00003580879,"domain_scores_codex":[0.9950811,0.001401894,0.001966507,0.0004177827,0.000857343,0.0002754141],"domain_scores_gemma":[0.9979556,0.0001757371,0.001134658,0.000468672,0.0001573674,0.0001079696],"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":[0.00104717,0.005334726,0.01044164,0.1784488,0.02004185,0.02057759,0.003802335,0.0002905624,0.00001561553,0.00001772924,0.005806145,0.7541758],"study_design_scores_gemma":[0.006036693,0.001433086,0.03939027,0.05434602,0.05052065,0.002983635,0.001983018,0.00006999265,2.108791e-7,0.00001689483,0.8427734,0.0004461182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01951571,0.9788009,7.236175e-7,0.0001513748,0.00007614445,0.00139079,0.00001691121,0.00001537341,0.00003206983],"genre_scores_gemma":[0.01393841,0.9842236,0.0006019005,0.001040275,0.00007200778,0.00002274522,0.00006620569,0.00003118971,0.0000036489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8369673,"threshold_uncertainty_score":0.8759415,"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."}}