{"id":"W3129124523","doi":"10.2196/22220","title":"A Web-Based Self-Management Support Prototype for Adults With Chronic Kidney Disease (My Kidneys My Health): Co-Design and Usability Testing","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University; London Health Sciences Centre; University of Toronto; Toronto Metropolitan University; University of Calgary","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada","keywords":"Usability; Self-management; Kidney disease; User-centered design; Heuristic evaluation; Focus group; Test (biology); Computer science; Medicine; Psychology; Applied psychology; Medical education; Knowledge management; Human–computer interaction; Artificial intelligence; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01889097,0.0009039876,0.0007813564,0.00139724,0.0008918301,0.001436573,0.001716451,0.001233747,0.002025253],"category_scores_gemma":[0.04075158,0.0008296334,0.00101535,0.0006073386,0.001103911,0.001654428,0.001537998,0.0007949413,0.0004025241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030239,"about_ca_system_score_gemma":0.001602574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000730768,"about_ca_topic_score_gemma":0.001025598,"domain_scores_codex":[0.9923527,0.005201407,0.0008037791,0.0005951861,0.0007259974,0.0003209294],"domain_scores_gemma":[0.9505076,0.04103837,0.0008306401,0.002031462,0.004821009,0.0007709607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003605793,0.02608099,0.03879491,0.01020715,0.0004479892,0.003148482,0.2016595,0.006629657,0.06633852,0.002359307,0.006733167,0.6339947],"study_design_scores_gemma":[0.01238759,0.2141099,0.2510971,0.006846143,0.002708403,0.006652309,0.1619093,0.07863155,0.1280738,0.006957799,0.1291203,0.001505742],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529661,0.0001832166,0.03015527,0.0002228801,0.00005482024,0.01399384,0.0001939556,0.000473715,0.001756224],"genre_scores_gemma":[0.7165082,0.0004144895,0.2549228,0.0003043963,0.00003563518,0.02511952,0.0005201422,0.0001719312,0.002002968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889097,"threshold_uncertainty_score":0.09990615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06006505163517973,"score_gpt":0.3857130057119767,"score_spread":0.325647954076797,"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."}}