{"id":"W3138107713","doi":"10.2196/24494","title":"Improving Medication Adherence Through Adaptive Digital Interventions (iMedA) in Patients With Hypertension: Protocol for an Interrupted Time Series Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Högskolan i Halmstad","keywords":"Psychological intervention; Medicine; Blood pressure; mHealth; Digital health; Interrupted time series; Intervention (counseling); Physical therapy; Stroke (engine); Health care; Nursing; Internal medicine","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":[0.05881615,0.003734677,0.007606535,0.003476859,0.003529815,0.003295989,0.002994051,0.005131912,0.03432527],"category_scores_gemma":[0.04834898,0.002547514,0.007223946,0.004449792,0.002669241,0.002483495,0.002491436,0.006396031,0.006028208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007888423,"about_ca_system_score_gemma":0.02394591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003645467,"about_ca_topic_score_gemma":0.005787318,"domain_scores_codex":[0.9695929,0.01849718,0.005629808,0.001729728,0.002607638,0.001942925],"domain_scores_gemma":[0.967326,0.0106941,0.005716685,0.003607742,0.0105125,0.002142878],"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":[0.3735639,0.05153478,0.005236832,0.1813341,0.004232409,0.001728272,0.009601208,0.01345769,0.007184268,0.01544946,0.05896892,0.2777081],"study_design_scores_gemma":[0.5134442,0.101044,0.02417086,0.06053849,0.003634718,0.000357194,0.005104182,0.01102387,0.00627372,0.01006539,0.2634688,0.0008744986],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006807179,0.00007780371,0.0007216618,0.00005923835,0.00006973283,0.9978781,0.0002695774,0.00001898631,0.000224161],"genre_scores_gemma":[0.0003999721,0.00004844901,0.001042603,0.00002465857,0.000005691514,0.9983725,0.00004075663,9.215848e-7,0.00006451116],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05881615,"threshold_uncertainty_score":0.3110533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4566036772965213,"score_gpt":0.5580728396222704,"score_spread":0.1014691623257491,"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."}}