{"id":"W4380372139","doi":"10.2196/46432","title":"Designing a Collaborative Patient-Centered Digital Health Platform for Pediatric Diabetes Care in British Columbia: Formative Needs Assessment by Caregivers of Children and Youths Living With Type 1 Diabetes and Health Care Providers","year":2023,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Breakthrough T1D Canada","keywords":"Digital health; Medicine; Health care; Nursing; Medical education; Family medicine; Gerontology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0225757,0.0005663804,0.0007142179,0.001160829,0.01076267,0.004706612,0.002406137,0.001026198,0.001753456],"category_scores_gemma":[0.02751439,0.0008303481,0.0006828717,0.00140731,0.002656186,0.002072124,0.007988709,0.002208739,0.0002358476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03601334,"about_ca_system_score_gemma":0.09616915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4902428,"about_ca_topic_score_gemma":0.7385562,"domain_scores_codex":[0.9893722,0.005327858,0.0005919972,0.0006441317,0.001618919,0.002445017],"domain_scores_gemma":[0.9775053,0.005547188,0.001454213,0.0009377353,0.007937286,0.006618314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002373848,0.001477834,0.1495434,0.0006160875,0.00003549249,0.001568635,0.7669678,0.0001671484,0.001025752,0.0004478987,0.005727991,0.07218451],"study_design_scores_gemma":[0.00006961541,0.00050379,0.06545065,0.0005239527,0.00003570224,0.0002347529,0.9181895,0.000412023,0.0004688371,0.0001962747,0.01384927,0.00006560695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943578,0.0002956314,0.0005831078,0.001531094,0.00002879222,0.00117324,0.000154329,0.00002101526,0.001855038],"genre_scores_gemma":[0.9838456,0.001029876,0.00887809,0.00114827,0.00001357689,0.002657309,0.0003914839,0.0000284272,0.002007253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5097572,"threshold_uncertainty_score":0.9747785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599704842171465,"score_gpt":0.3192501793929914,"score_spread":0.3032531309712767,"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."}}