{"id":"W2943442535","doi":"10.2196/13351","title":"“Smartphone Medication Adherence Saves Kidneys” for Kidney Transplantation Recipients: Protocol for a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Protocol (science); Transplantation; Randomized controlled trial; Kidney transplantation; Medication adherence; Intensive care medicine; Internal medicine; Alternative medicine; Pathology","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":[0.03584764,0.007098724,0.01329463,0.003020287,0.004370568,0.005633347,0.003701238,0.0079993,0.107741],"category_scores_gemma":[0.03706278,0.003597332,0.007429842,0.003864577,0.004030517,0.0046814,0.002425921,0.01145869,0.01496929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006832855,"about_ca_system_score_gemma":0.01863175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003208238,"about_ca_topic_score_gemma":0.006968291,"domain_scores_codex":[0.9780451,0.01264042,0.003007913,0.001806472,0.002501813,0.001998208],"domain_scores_gemma":[0.9845635,0.004199123,0.003395561,0.001933069,0.004057495,0.001851253],"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":[0.7956136,0.01743175,0.001273833,0.07674115,0.005549327,0.0004473255,0.0008948382,0.002675102,0.003003321,0.007840534,0.0449846,0.04354456],"study_design_scores_gemma":[0.9284549,0.0134447,0.001748948,0.009828758,0.00166264,0.00007300184,0.0002148244,0.002100646,0.0007848225,0.003732197,0.03782545,0.0001291251],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004704209,0.0001661111,0.0005540695,0.0001309556,0.0002091559,0.9974471,0.0006482166,0.00005458396,0.0003194534],"genre_scores_gemma":[0.0005225018,0.0000678228,0.0007681036,0.00008696934,0.00002208028,0.9982808,0.00007730846,0.000003212829,0.0001712248],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.107741,"threshold_uncertainty_score":0.3604296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567367403699562,"score_gpt":0.5417597240705531,"score_spread":0.3850229837005969,"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."}}