{"id":"W4408471609","doi":"10.2196/65105","title":"The Use of Mobile Health Technology and Behavioral Economics to Encourage Adherence to Statins and Blood Pressure–Lowering Medication in Adolescents with Familial Hypercholesterolemia or Hypertension: Protocol for a Pre-Post Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Preprint; Blood pressure; Medication adherence; Medicine; Familial hypercholesterolemia; Gerontology; Physical therapy; Family medicine; Psychology; Computer science; Internal medicine; Cholesterol","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":[0.03876188,0.003626291,0.005260525,0.002512224,0.004326808,0.002626414,0.003047444,0.006704168,0.04284531],"category_scores_gemma":[0.02833246,0.003083235,0.006922875,0.002349708,0.002985885,0.002621172,0.002232017,0.00856447,0.009262078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005876721,"about_ca_system_score_gemma":0.02171523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004134013,"about_ca_topic_score_gemma":0.006976513,"domain_scores_codex":[0.9830403,0.01003006,0.0023666,0.001193452,0.001654502,0.001715115],"domain_scores_gemma":[0.9777982,0.004455547,0.003319378,0.003403611,0.008519353,0.002503976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5911955,0.1593091,0.006706934,0.03206617,0.002415115,0.0009669052,0.002983473,0.006121103,0.006088706,0.008896164,0.05538661,0.1278641],"study_design_scores_gemma":[0.6293131,0.1717408,0.02382588,0.009745303,0.001873824,0.0001726406,0.001529296,0.004055225,0.00378296,0.005388228,0.148013,0.0005597115],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001571774,0.00005755137,0.0005390617,0.00009384897,0.00009057184,0.9966383,0.0006611415,0.00002248566,0.000325273],"genre_scores_gemma":[0.0008176643,0.00004749035,0.001195955,0.00006016652,0.00001467724,0.9976555,0.00007878056,0.000001593885,0.0001282105],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04284531,"threshold_uncertainty_score":0.2049948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.284888807813428,"score_gpt":0.6020340025705593,"score_spread":0.3171451947571313,"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."}}