{"id":"W3013376123","doi":"10.2196/16137","title":"A Patient Safety Educational Tool for Patients With Chronic Kidney Disease: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Preprint; Usability; Kidney disease; Medicine; Computer science; Human–computer interaction; Internal medicine; World Wide Web","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":[0.01369783,0.0007312876,0.0007072671,0.001011376,0.0006193892,0.001110086,0.0007037853,0.0008112415,0.001291333],"category_scores_gemma":[0.02910915,0.0003812725,0.000947234,0.0005538638,0.0005926811,0.00115784,0.001152987,0.0007229956,0.0002287495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005695202,"about_ca_system_score_gemma":0.001267916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007890862,"about_ca_topic_score_gemma":0.001532076,"domain_scores_codex":[0.9951767,0.003123762,0.000532591,0.0002531234,0.0006169849,0.0002968983],"domain_scores_gemma":[0.975516,0.018531,0.0008339426,0.0007893638,0.00350562,0.0008241727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004869037,0.034112,0.2334751,0.008318204,0.0007584624,0.002517343,0.07750441,0.002725818,0.02470276,0.0006573454,0.006132131,0.6042275],"study_design_scores_gemma":[0.004970893,0.1495904,0.6913692,0.003687717,0.001871062,0.006892102,0.05586616,0.01748964,0.0259824,0.0008607556,0.04071749,0.0007020916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912532,0.0002093944,0.004162883,0.0001663469,0.00002706076,0.00308092,0.0001247508,0.000101197,0.0008742444],"genre_scores_gemma":[0.9530771,0.000619285,0.04045972,0.0003291942,0.00003974296,0.004317931,0.0003330066,0.00005287761,0.0007711744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369783,"threshold_uncertainty_score":0.07244194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06973936448257462,"score_gpt":0.4816315817075063,"score_spread":0.4118922172249316,"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."}}