{"id":"W3193555497","doi":"10.2196/31061","title":"Efficacy of the Self-management Support System DialBetesPlus for Diabetic Kidney Disease: Protocol for a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Holloway, University of London; Japan Agency for Medical Research and Development","keywords":"Medicine; Glycemic; Microalbuminuria; Randomized controlled trial; Population; Kidney disease; Diabetes mellitus; Disease; Albuminuria; Clinical trial; Physical therapy; 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":[0.02283468,0.005563959,0.01139595,0.001896011,0.002727507,0.003398127,0.002801734,0.005288052,0.05538332],"category_scores_gemma":[0.01879467,0.002228603,0.005415955,0.002377835,0.002694958,0.002754362,0.001865952,0.00646102,0.006900541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004365438,"about_ca_system_score_gemma":0.00996134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863233,"about_ca_topic_score_gemma":0.003082318,"domain_scores_codex":[0.9851656,0.008659685,0.001929288,0.001354728,0.00145388,0.001436793],"domain_scores_gemma":[0.990446,0.002677982,0.002221026,0.001030532,0.002435103,0.001189396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9433518,0.0133482,0.0006954336,0.01330111,0.002572056,0.0001128447,0.0002148999,0.001033927,0.001126951,0.001527279,0.007846243,0.01486924],"study_design_scores_gemma":[0.970562,0.01580099,0.00117637,0.001230453,0.0009190383,0.00002305126,0.00007311834,0.001215086,0.0003438255,0.0007695351,0.007836617,0.00004990238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00410243,0.0003137938,0.0009697517,0.0001962473,0.0003517167,0.9921063,0.00114947,0.00009970507,0.0007106574],"genre_scores_gemma":[0.002829854,0.0001043088,0.00128934,0.0001232714,0.00003995711,0.9951392,0.0001605242,0.000004823331,0.0003086196],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05538332,"threshold_uncertainty_score":0.1852757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409889970343726,"score_gpt":0.5794777011937575,"score_spread":0.438488704159385,"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."}}