{"id":"W4293073769","doi":"10.2337/db22-947-p","title":"947-P: Needs Assessment for a Collaborative Patient-Centered Digital Health Application for Pediatric Diabetes Care in British Columbia","year":2022,"lang":"en","type":"article","venue":"Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Digital health; Insulin pump; Nursing; Health care; Diabetes mellitus; Point of care; Family medicine; Type 1 diabetes; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005967296,0.0002959667,0.0003291574,0.00106238,0.00685,0.003359659,0.001841401,0.001073107,0.006324006],"category_scores_gemma":[0.009692701,0.0004322765,0.0003521808,0.001380725,0.0007546742,0.001049871,0.003312317,0.001256601,0.0008467605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03880104,"about_ca_system_score_gemma":0.1036635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7103252,"about_ca_topic_score_gemma":0.8708662,"domain_scores_codex":[0.9975423,0.0007445046,0.0001696514,0.0001413453,0.0006028446,0.000799441],"domain_scores_gemma":[0.9899622,0.001275231,0.0002250543,0.0001775989,0.004499422,0.003860405],"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":[0.0007515962,0.005327626,0.2116625,0.002173437,0.00005281912,0.006107076,0.2847876,0.001539185,0.004812195,0.004639777,0.09730276,0.3808434],"study_design_scores_gemma":[0.0002963202,0.001421405,0.2660257,0.001391963,0.00005182075,0.0006911431,0.5397162,0.004223497,0.001647367,0.0008404335,0.1835143,0.0001798388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454662,0.0003248436,0.001762635,0.006239172,0.00007547954,0.007289584,0.001736334,0.0002404016,0.03686539],"genre_scores_gemma":[0.9276907,0.0009917993,0.02865384,0.002568837,0.00002511326,0.009638919,0.002105413,0.0001088706,0.02821651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2896748,"threshold_uncertainty_score":0.5827614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694914973515859,"score_gpt":0.3480760873715998,"score_spread":0.3311269376364412,"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."}}