{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002861324,0.0003030641,0.001324121,0.0004662715,0.00006395955,0.0000133161,0.0005439629,0.0002359242,0.005723579],"category_scores_gemma":[0.0007642962,0.000264305,0.0001586802,0.0007788109,0.0001646851,0.00006221834,0.000252413,0.0008202097,0.002710795],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009010046,"about_ca_system_score_gemma":0.00920651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001384878,"about_ca_topic_score_gemma":0.000006390465,"domain_scores_codex":[0.9975659,0.0001049667,0.0007754006,0.0006874551,0.0003740752,0.000492219],"domain_scores_gemma":[0.9981713,0.0001118434,0.0003743175,0.0008813688,0.00002513465,0.0004360308],"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":[0.000019785,0.0000711058,0.0000374213,0.004559848,0.00002369259,0.00006043098,0.00001684513,1.241342e-7,1.77446e-7,0.000174642,0.07559136,0.9194446],"study_design_scores_gemma":[0.0003585189,0.0009514517,0.00008617029,0.002657089,0.00006937583,0.00008726728,0.00002683649,0.000007468253,6.81063e-8,0.0001318165,0.9954473,0.0001766516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003963929,0.9838789,0.0001024903,0.01136886,0.0002734299,0.001866433,0.0001082718,0.0002462907,0.002151325],"genre_scores_gemma":[0.00009292838,0.9856726,0.00006456165,0.007392535,0.00009992384,0.00214347,0.00158577,0.00003279025,0.002915422],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9198559,"threshold_uncertainty_score":0.9999809,"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."}}