{"id":"W4380568999","doi":"10.46747/cfp.6906406","title":"Continuous glucose monitoring in diabetes","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta Hospital; University of Alberta; College of Family Physicians of Canada","funders":"","keywords":"Continuous glucose monitoring; Diabetes mellitus; Blood Glucose Self-Monitoring; Medicine; Self-monitoring; Continuous monitoring; Hemoglobin; Intensive care medicine; Computer science; Internal medicine; Type 1 diabetes; Endocrinology; Business; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004054863,0.0002718655,0.0007323634,0.0008472815,0.0004661726,0.001553694,0.0005411818,0.001609501,0.005411184],"category_scores_gemma":[0.0106019,0.0001436133,0.0003884616,0.001937276,0.0006534882,0.0009005831,0.0007100858,0.003068553,0.001004615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380144,"about_ca_system_score_gemma":0.00278854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641716,"about_ca_topic_score_gemma":0.01498293,"domain_scores_codex":[0.9977795,0.0008654315,0.0002406905,0.0001943606,0.0007818194,0.0001381327],"domain_scores_gemma":[0.9940225,0.002706852,0.0008338498,0.0002772131,0.001357927,0.0008015897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005877012,0.0001922806,0.02067743,0.001762158,0.0001292212,0.0003891027,0.0001412063,0.00013196,0.0002710154,0.0110246,0.1702078,0.7944856],"study_design_scores_gemma":[0.0007023636,0.0009015856,0.1255125,0.0131603,0.0003769492,0.003929269,0.0004705897,0.0006751187,0.0004801592,0.01600083,0.8377094,0.00008090463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008497057,0.7927988,0.00333926,0.1006843,0.02351474,0.0000868291,0.0007314062,0.0001269687,0.07022063],"genre_scores_gemma":[0.1321305,0.7510191,0.009982527,0.05865905,0.03339119,0.000225796,0.0009284081,0.00004843535,0.01361498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01641716,"threshold_uncertainty_score":0.03264326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609756811579526,"score_gpt":0.2709890001020087,"score_spread":0.2448914319862134,"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."}}