{"id":"W2807002694","doi":"10.2196/diabetes.9202","title":"New-Onset Diabetes Educator to Educate Children and Their Caregivers About Diabetes at the Time of Diagnosis: Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Usability; Medicine; Animation; Time management; Computer science; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001471351,0.0004447613,0.0007781403,0.0001890877,0.001792925,0.000026877,0.0006479615,0.0002211949,0.001367353],"category_scores_gemma":[0.0005366624,0.000303868,0.000118821,0.0006748551,0.0004724373,0.0001368025,0.0005711165,0.0004966832,0.0008811573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576244,"about_ca_system_score_gemma":0.0009796162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006096009,"about_ca_topic_score_gemma":0.0006416604,"domain_scores_codex":[0.9954466,0.0008671987,0.001014812,0.0008716703,0.000301778,0.001497897],"domain_scores_gemma":[0.99444,0.002211862,0.0004835422,0.00143455,0.0003439,0.001086141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001435782,0.0003170472,0.8448825,0.0001901258,0.00006440171,1.310223e-8,0.007942997,2.601735e-7,0.0002288616,0.00002063366,0.1343748,0.01196396],"study_design_scores_gemma":[0.0007026425,0.0006743958,0.969429,0.0002180804,0.00006081393,7.327625e-8,0.002844354,0.000009584692,0.001647697,0.0002615604,0.02387049,0.000281344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777745,0.001340784,6.511791e-7,0.007205385,0.0005565806,0.01218186,0.0005379657,0.0001311961,0.0002710743],"genre_scores_gemma":[0.9698822,0.00007782478,0.00007922311,0.003939905,0.0008351298,0.02404113,0.0000763226,0.00006437371,0.001003823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245465,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615170682506157,"score_gpt":0.3609471707677642,"score_spread":0.3447954639427026,"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."}}