{"id":"W2296160082","doi":"10.2196/mhealth.4569","title":"Hypertension Health Promotion via Text Messaging at a Community Health Center in South Africa: A Mixed Methods Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; University of Cape Town","keywords":"mHealth; Medicine; Short Message Service; Psychological intervention; Health promotion; Mobile phone; eHealth; Developing country; Intervention (counseling); Family medicine; Focus group; Behavior change; Popularity; Health care; Nursing; Public health; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00515342,0.0008505163,0.00104513,0.001395415,0.002476902,0.001413129,0.0007721025,0.001069341,0.002535459],"category_scores_gemma":[0.00445642,0.0008215358,0.0008552778,0.001706,0.0007589083,0.001252577,0.001021049,0.0005731059,0.000340199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763391,"about_ca_system_score_gemma":0.002919372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112204,"about_ca_topic_score_gemma":0.01669605,"domain_scores_codex":[0.9973803,0.001463608,0.0002149264,0.0002908406,0.0002550117,0.000395179],"domain_scores_gemma":[0.9974227,0.001095699,0.000727981,0.0001202454,0.0003140297,0.0003193384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007679222,0.0414741,0.6826698,0.006034079,0.00125838,0.005020689,0.1447132,0.0003448929,0.01179441,0.0005604972,0.001329806,0.09712083],"study_design_scores_gemma":[0.003980529,0.05133253,0.7663289,0.002363528,0.001580914,0.001643869,0.1633277,0.001330829,0.00223513,0.0004304591,0.005246549,0.0001991939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976611,0.0003422975,0.0002203475,0.0000885333,0.000006311264,0.001274047,0.0000851777,0.000002729255,0.0003193983],"genre_scores_gemma":[0.9938805,0.0009257938,0.001280038,0.000275212,0.000020307,0.003094554,0.00009035447,0.000003217253,0.0004300361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112204,"threshold_uncertainty_score":0.02725422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755157144060266,"score_gpt":0.5006342085799002,"score_spread":0.3251184941738735,"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."}}