{"id":"W4220875739","doi":"10.2196/35687","title":"Continuous Glucose Monitoring Data Sharing in Older Adults With Type 1 Diabetes: Pilot Intervention Study","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Center on Aging, University of Utah; Dexcom; University of Utah","keywords":"Continuous glucose monitoring; Type 1 diabetes; Medicine; Intervention (counseling); Diabetes mellitus; Type 2 diabetes; Data sharing; Gerontology; Nursing; Endocrinology; Alternative medicine","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":[0.005815207,0.0008910406,0.001099485,0.0008411278,0.00265363,0.001070369,0.0008966535,0.001237969,0.003261493],"category_scores_gemma":[0.007385764,0.0008465718,0.001622282,0.0006569377,0.0008597485,0.001342925,0.002491235,0.002351466,0.0003830748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705839,"about_ca_system_score_gemma":0.006442795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008671033,"about_ca_topic_score_gemma":0.01437569,"domain_scores_codex":[0.9966042,0.00162529,0.0003277526,0.0003713834,0.0002865626,0.0007847552],"domain_scores_gemma":[0.9948822,0.001106553,0.0006067841,0.0003581361,0.000640574,0.002405824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03657613,0.6048733,0.1287528,0.003451042,0.001217947,0.001035412,0.02677291,0.0004317097,0.003265137,0.0003512822,0.003996113,0.1892762],"study_design_scores_gemma":[0.07150224,0.4216479,0.4705839,0.000792712,0.001241497,0.0003424878,0.02460914,0.001181416,0.001083686,0.0003547927,0.006504852,0.0001552748],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926938,0.0001322641,0.0001678782,0.0001722512,0.00004341441,0.006021307,0.0001697292,0.00001667731,0.0005826674],"genre_scores_gemma":[0.974837,0.0004667041,0.003131393,0.0006216039,0.00009274357,0.01985892,0.0003186421,0.000006478123,0.0006664749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008671033,"threshold_uncertainty_score":0.03075415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04582127899499001,"score_gpt":0.3377509012215291,"score_spread":0.2919296222265391,"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."}}