{"id":"W1965202945","doi":"10.1016/s1499-2671(10)41003-5","title":"Self-monitoring of Blood Glucose in Individuals with Type 2 Diabetes Not Using Insulin: Commentary","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; University of Toronto; St. Michael's Hospital; University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Hypoglycemia; Type 2 diabetes; Glycemic; Diabetes mellitus; Insulin; Blood Glucose Self-Monitoring; Diabetes management; Type 1 diabetes; Internal medicine; Endocrinology; Intensive care medicine; Continuous glucose monitoring","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":[0.008724864,0.0008950005,0.002031393,0.001126766,0.002633807,0.002338171,0.00407001,0.03851195,0.005493991],"category_scores_gemma":[0.06541343,0.0007327369,0.002289934,0.002010877,0.00229786,0.003319104,0.001505347,0.03487037,0.002224321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006144809,"about_ca_system_score_gemma":0.01085891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06552675,"about_ca_topic_score_gemma":0.07525577,"domain_scores_codex":[0.9931664,0.002409881,0.001132439,0.0009107545,0.001850163,0.0005303732],"domain_scores_gemma":[0.9225553,0.05242236,0.004049748,0.0009281377,0.01483091,0.00521357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001846134,0.00003136032,0.001169852,0.0008957256,0.0001416434,0.0003474667,0.0002583048,0.00005333359,0.00009693007,0.001679094,0.9796125,0.01552907],"study_design_scores_gemma":[0.0008107784,0.0002221098,0.01002654,0.01555259,0.001328657,0.001565813,0.001887743,0.0005768695,0.0005119815,0.00566607,0.9616207,0.000230075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006663512,0.009256649,0.0001109232,0.9158789,0.07193593,0.00001891124,0.0003650764,0.00002578242,0.00174149],"genre_scores_gemma":[0.006193115,0.006026227,0.000322001,0.9210575,0.06441011,0.00006899059,0.0001247902,0.00002443876,0.00177267],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06552675,"threshold_uncertainty_score":0.1302907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880438952518445,"score_gpt":0.2634828869574141,"score_spread":0.2446784974322297,"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."}}