{"id":"W4298087501","doi":"10.1111/nep.14113","title":"Digital health technologies to support medication adherence in chronic kidney disease","year":2022,"lang":"en","type":"review","venue":"Nephrology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Digital health; Medication adherence; Psychological intervention; Kidney disease; Disease; Health care; Bridging (networking); Chronic disease; Intensive care medicine; Nursing; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524374,0.0007001407,0.001553648,0.002713441,0.00039244,0.001611792,0.0006902724,0.001608346,0.007291679],"category_scores_gemma":[0.005838984,0.0002231596,0.00181414,0.0020174,0.0004395009,0.00185742,0.001446381,0.001641338,0.0006815572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006518466,"about_ca_system_score_gemma":0.001932291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822727,"about_ca_topic_score_gemma":0.003490521,"domain_scores_codex":[0.9989167,0.000480585,0.000180678,0.0000748997,0.0002916878,0.00005542571],"domain_scores_gemma":[0.9973016,0.002199904,0.0002548418,0.00003756144,0.0001532645,0.00005278424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006343723,0.00008699069,0.0003056019,0.1176996,0.0006361581,0.00008824027,0.0002551192,0.0001972021,0.0003000665,0.004819373,0.007407871,0.8681402],"study_design_scores_gemma":[0.0001325083,0.0002727114,0.004598015,0.2710751,0.003102761,0.001186298,0.0004901028,0.0002779133,0.0004974767,0.005243197,0.7130731,0.00005086352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003768872,0.9969434,0.0001803727,0.0004704123,0.0001669824,0.00004338309,0.00004224811,0.000008198077,0.001768141],"genre_scores_gemma":[0.003689393,0.9947445,0.0006017122,0.0004771973,0.0001016003,0.0000522644,0.00003621651,0.000001563669,0.0002955225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007291679,"threshold_uncertainty_score":0.02439308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08661281055487785,"score_gpt":0.3944415240848992,"score_spread":0.3078287135300213,"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."}}