{"id":"W4220910783","doi":"10.2337/cd21-0088","title":"Remote Pharmacist-Assisted Flash Continuous Glucose Monitoring Improves Glycemic Outcomes in Patients With Poorly Controlled Diabetes: A Retrospective Case Series","year":2022,"lang":"en","type":"article","venue":"Clinical Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lethbridge College; University of Lethbridge","funders":"","keywords":"Medicine; Glycemic; Hypoglycemia; Diabetes mellitus; Psychological intervention; Pharmacist; Intensive care medicine; Diabetes management; Continuous glucose monitoring; Emergency medicine; Type 2 diabetes; Pharmacy; Nursing; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001546035,0.0004590053,0.001926419,0.0003924986,0.0003318006,0.0001142106,0.0003412329,0.0001329717,0.0001851521],"category_scores_gemma":[0.001876066,0.0003471559,0.0004412605,0.0007390346,0.0003968503,0.0002858702,0.0005316519,0.001286592,0.00005158488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285577,"about_ca_system_score_gemma":0.000114785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009840418,"about_ca_topic_score_gemma":0.00000731489,"domain_scores_codex":[0.9952933,0.0005211501,0.001249417,0.000888425,0.0009585845,0.001089137],"domain_scores_gemma":[0.997121,0.00111741,0.0004067492,0.0006481351,0.0003325822,0.0003740839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00551571,0.001744012,0.9646004,0.0001299773,0.0009709448,0.0005882497,0.00006736717,0.000002976602,0.0004181474,0.000006209607,0.0002750773,0.02568092],"study_design_scores_gemma":[0.05923243,0.007780815,0.9298186,0.0001542794,0.0004602231,0.000003002208,0.0002374598,0.0007786804,0.0002814855,0.0001176856,0.0006773791,0.0004579582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943712,0.0003413385,8.496163e-7,0.0005707137,0.0009270599,0.002685004,0.00006984398,0.0001899126,0.0008440911],"genre_scores_gemma":[0.9946325,0.00002103456,0.0003247539,0.0004482819,0.0002015144,0.0002964072,0.00007425153,0.00008906174,0.003912155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05371672,"threshold_uncertainty_score":0.999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581845605600821,"score_gpt":0.3344772204493875,"score_spread":0.3086587643933793,"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."}}