{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00534207,0.0005735459,0.0008078034,0.0005057653,0.001645828,0.0009337318,0.0007702715,0.0007839806,0.002630097],"category_scores_gemma":[0.008268098,0.0006268941,0.0007781553,0.0004435329,0.0007492472,0.001021567,0.001101561,0.001063585,0.0005159395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008999616,"about_ca_system_score_gemma":0.002351804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004795647,"about_ca_topic_score_gemma":0.007554359,"domain_scores_codex":[0.9967011,0.00198028,0.0001840336,0.0004039078,0.0003434569,0.0003871379],"domain_scores_gemma":[0.9937956,0.002179676,0.001165046,0.0004911044,0.0007761336,0.001592461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01284543,0.08898896,0.845425,0.0004285019,0.0002640357,0.0009673344,0.0089502,0.0002111613,0.002609256,0.00006849162,0.0008647866,0.03837688],"study_design_scores_gemma":[0.005517278,0.1329824,0.8466797,0.00009606075,0.0002478639,0.0008036662,0.01099158,0.0007911914,0.0007427726,0.00005400116,0.001036965,0.00005648564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987754,0.00003168553,0.00009294785,0.00003805622,0.000006239714,0.0007480866,0.00007040838,0.000004462232,0.0002327747],"genre_scores_gemma":[0.9973862,0.00008600391,0.0009396513,0.0001138967,0.00001759893,0.001209176,0.0001087609,0.000003151802,0.0001355706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00534207,"threshold_uncertainty_score":0.02825189,"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."}}