{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001762809,0.0001975966,0.0002900404,0.0002131721,0.0003385968,0.00009138377,0.0001535525,0.00003718148,0.0001105817],"category_scores_gemma":[0.000437038,0.0001560982,0.00004718695,0.0007181392,0.0001823636,0.0003125286,0.00008455294,0.0002926473,0.0000646025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004574075,"about_ca_system_score_gemma":0.002212802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009909751,"about_ca_topic_score_gemma":8.912261e-7,"domain_scores_codex":[0.9975059,0.0002372706,0.0003374112,0.00046016,0.0007249908,0.0007342751],"domain_scores_gemma":[0.9976672,0.0002818887,0.00011822,0.0003061632,0.0003980557,0.001228495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02557424,0.004746609,0.09556941,0.1319702,0.0007141808,0.00004943632,0.02871956,0.00009679421,0.0001583046,0.0009562984,0.6052505,0.1061945],"study_design_scores_gemma":[0.04225525,0.0575011,0.1491325,0.004799275,0.0002597859,0.000003043443,0.005518024,0.4705766,0.0007443245,0.0004362023,0.2677135,0.001060473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6069657,0.0003638965,0.02590851,0.1936159,0.000246833,0.1539788,0.0004208959,0.001568299,0.01693125],"genre_scores_gemma":[0.9816873,0.00002208445,0.008173397,0.002028109,0.0001494431,0.007341075,0.0003687022,0.00003946379,0.00019044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4704798,"threshold_uncertainty_score":0.6365501,"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."}}