{"id":"W2099156896","doi":"10.2196/resprot.2633","title":"Mobile Health Medication Adherence and Blood Pressure Control in Renal Transplant Recipients: A Proof-of-Concept Randomized Controlled Trial","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Medical University of South Carolina; Georgia Clinical and Translational Science Alliance; National Center for Advancing Translational Sciences; Duke Endowment; Verizon Foundation; National Center for Research Resources; University of South Carolina","keywords":"Randomized controlled trial; Medicine; Renal transplant; Blood pressure; Medication adherence; Proof of concept; Intensive care medicine; Internal medicine; Transplantation; 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":[0.004763265,0.001820569,0.004520211,0.0006147971,0.0008413538,0.001666126,0.001337228,0.003436791,0.01030856],"category_scores_gemma":[0.005766949,0.0009335295,0.003479082,0.0005712318,0.001422422,0.001573942,0.0008644769,0.003107914,0.0008130315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008136542,"about_ca_system_score_gemma":0.001887589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009852879,"about_ca_topic_score_gemma":0.001331771,"domain_scores_codex":[0.9979125,0.001159555,0.0001981053,0.0002928544,0.0001972436,0.0002398204],"domain_scores_gemma":[0.9965943,0.001618514,0.0007309796,0.000214746,0.00031144,0.0005300991],"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":[0.9690976,0.01626379,0.0006579846,0.002339314,0.002060752,0.00003990929,0.00007818743,0.0001164415,0.0007712982,0.00009337396,0.0003596726,0.008121682],"study_design_scores_gemma":[0.9360891,0.06067448,0.001245567,0.00009697362,0.001195066,0.00001092374,0.00002443168,0.0001742599,0.0001518525,0.00006271576,0.0002650048,0.000009610144],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9472381,0.007809971,0.00160837,0.00109635,0.00145274,0.03716282,0.001378357,0.0002008579,0.002052382],"genre_scores_gemma":[0.9350368,0.004058964,0.006724423,0.001253809,0.001091936,0.04842561,0.0005628982,0.00002684633,0.00281874],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01030856,"threshold_uncertainty_score":0.03448558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07672744923889963,"score_gpt":0.4713031731540468,"score_spread":0.3945757239151472,"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."}}