{"id":"W4200483925","doi":"10.2196/33639","title":"Feasibility and Impact of Remote Glucose Monitoring Among Patients With Newly Diagnosed Type 1 Diabetes: Single-Center Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Glucose meter; Population; Intervention (counseling); Diabetes mellitus; Medical emergency; Type 1 diabetes; Health care; Family medicine; Emergency medicine; Nursing; Environmental health","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":[0.0002810527,0.0002756368,0.0005613624,0.0001757146,0.00007906776,0.00008433041,0.0001280455,0.00005182463,0.00007515745],"category_scores_gemma":[0.0003131053,0.0001987555,0.00008970895,0.0006129293,0.0001706403,0.0001893961,0.0002377593,0.0002360291,0.000006140326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145023,"about_ca_system_score_gemma":0.00007000652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001382491,"about_ca_topic_score_gemma":0.0000164615,"domain_scores_codex":[0.9978467,0.0001384609,0.0003317891,0.0005123236,0.0005871966,0.0005835941],"domain_scores_gemma":[0.9983068,0.0001877961,0.0001292671,0.0005997734,0.0005146324,0.0002617246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002280696,0.006360622,0.9752111,0.0003242046,0.0004799757,0.00001563311,0.0002078799,0.000002989213,0.002713649,2.540258e-7,0.0001050163,0.01435057],"study_design_scores_gemma":[0.007321874,0.01094969,0.9780719,0.0004785147,0.0001353701,3.745621e-8,0.0001547121,0.00008145707,0.00257658,0.00001546355,0.00001759845,0.0001968177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972234,0.0004079836,4.993241e-7,0.00003740588,0.0001228097,0.001840963,0.00001702291,0.00005843055,0.0002914999],"genre_scores_gemma":[0.9993027,0.00001356335,0.0002219471,0.00002437437,0.00008975494,0.00003160011,0.00005700038,0.00004823631,0.0002108022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01415375,"threshold_uncertainty_score":0.8105012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321368020169639,"score_gpt":0.3169909398048479,"score_spread":0.2737772596031515,"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."}}