{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123723,0.0002167749,0.0004036546,0.0004205461,0.0001521575,0.0001008712,0.0007766936,0.00002723132,0.0003956522],"category_scores_gemma":[0.00009103117,0.0001858717,0.00004317635,0.0008564439,0.00004550739,0.0003031658,0.001904937,0.0005141698,0.00003435362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356454,"about_ca_system_score_gemma":0.00002737987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002722182,"about_ca_topic_score_gemma":0.00002124153,"domain_scores_codex":[0.9974281,0.0001257087,0.0003593557,0.0007678386,0.0006796225,0.0006393468],"domain_scores_gemma":[0.9985084,0.00008047299,0.0001054576,0.00110653,0.00008432231,0.0001148358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002954412,0.003688279,0.9673258,0.0003840478,0.0001935791,0.00005324537,0.0006106473,0.00001380119,0.0005222428,0.000002934989,0.0005443497,0.02636562],"study_design_scores_gemma":[0.007921943,0.006226173,0.9756638,0.0009256911,0.000104326,2.284428e-7,0.005151278,0.002366906,0.0005790791,0.00001538698,0.0007605738,0.0002846268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953778,0.001024685,7.433671e-7,0.0001158734,0.0003089444,0.002468871,0.00001251502,0.000123253,0.0005673621],"genre_scores_gemma":[0.9973585,0.000007939956,0.00005816555,0.0000490882,0.0001631053,0.0007396365,0.0002237411,0.00005904928,0.001340785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.026081,"threshold_uncertainty_score":0.7579626,"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."}}