{"id":"W3022549758","doi":"10.2196/16262","title":"Testing Usability and Feasibility of a Mobile Educator Tool for Pediatric Diabetes Self-Management: Mixed Methods Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Psychological intervention; Intervention (counseling); Medicine; Diabetes management; Test (biology); Self-management; Diabetes mellitus; Psychology; Medical education; Family medicine; Applied psychology; Clinical psychology; Nursing; Type 2 diabetes; Computer science; Human–computer interaction","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":[0.03384839,0.0009373775,0.0008230202,0.001072314,0.001193631,0.001181657,0.001113922,0.0007684086,0.001983016],"category_scores_gemma":[0.03595342,0.0006472761,0.001135957,0.0005858858,0.0007731594,0.001113557,0.001255411,0.0006069463,0.0003585781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113993,"about_ca_system_score_gemma":0.001935056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155163,"about_ca_topic_score_gemma":0.002218079,"domain_scores_codex":[0.9827524,0.0127505,0.001274089,0.0009412857,0.001565954,0.000715794],"domain_scores_gemma":[0.963816,0.02607323,0.001573004,0.001937395,0.005827181,0.0007731649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.009537579,0.05698193,0.352348,0.004141539,0.0006452117,0.002123609,0.1632743,0.001240064,0.02314512,0.0005993125,0.001875647,0.3840877],"study_design_scores_gemma":[0.005544136,0.3534906,0.4868346,0.00132064,0.001145366,0.002122292,0.09748845,0.007562529,0.02962817,0.0005839026,0.01397867,0.0003007003],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880811,0.00008445944,0.004029667,0.00005436868,0.00001421798,0.006881536,0.00009880734,0.00002915146,0.0007266323],"genre_scores_gemma":[0.9457828,0.0003659113,0.03286263,0.0001977382,0.00004089624,0.01976497,0.0001712792,0.00002850366,0.0007852502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03384839,"threshold_uncertainty_score":0.1790096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2490636021359504,"score_gpt":0.5808596984577876,"score_spread":0.3317960963218373,"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."}}