{"id":"W3165836947","doi":"10.2196/25548","title":"Efficacy and Safety of Text Messages Targeting Adherence to Cardiovascular Medications in Secondary Prevention: TXT2HEART Colombia Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Universidad Pontificia Bolivariana","keywords":"Medicine; Randomized controlled trial; Text messaging; Family medicine; Internal medicine; Internet privacy; Computer science","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":[0.001215999,0.001264125,0.002420066,0.0003821511,0.0004219484,0.0009313906,0.0006735416,0.00133558,0.0129681],"category_scores_gemma":[0.001995801,0.0004093971,0.001435528,0.0004260403,0.000577723,0.0005930278,0.0004632046,0.001735507,0.0006991826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006478621,"about_ca_system_score_gemma":0.0009823435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605755,"about_ca_topic_score_gemma":0.002373859,"domain_scores_codex":[0.9991658,0.0004411862,0.00007827238,0.0001653714,0.00007047044,0.00007893504],"domain_scores_gemma":[0.9990118,0.0002747273,0.0003371555,0.00006011366,0.00007595644,0.0002402733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9794081,0.003733321,0.001069856,0.001473459,0.001469463,0.00003111901,0.00003423571,0.0001356376,0.0007144621,0.00009697475,0.001064566,0.01076872],"study_design_scores_gemma":[0.98082,0.01357619,0.003479464,0.00007113703,0.001200685,0.00001142585,0.00001557986,0.0002307915,0.0001077948,0.00004324644,0.0004350312,0.000008599791],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716204,0.008216005,0.0009244393,0.002117228,0.001291822,0.006494875,0.003484269,0.0002200893,0.005630835],"genre_scores_gemma":[0.9767202,0.003205917,0.001602378,0.001347839,0.001023762,0.009469696,0.001956727,0.00002409886,0.004649388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129681,"threshold_uncertainty_score":0.04338259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431269314644247,"score_gpt":0.4287413980112392,"score_spread":0.3856144665468145,"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."}}