{"id":"W3200345800","doi":"10.1016/j.jcjd.2021.07.003","title":"Blood Glucose Monitoring in Adults and Children with Diabetes: Update 2021","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Scopus; Diabetes mellitus; Family medicine; Diabetes management; MEDLINE; Population; Type 2 diabetes; Environmental health; Endocrinology","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":[0.002766666,0.001414755,0.002514285,0.006650286,0.0002948823,0.001829343,0.00151487,0.00228486,0.003597373],"category_scores_gemma":[0.01098622,0.0005588053,0.001474957,0.007153507,0.0003349447,0.0015815,0.0009302394,0.002931694,0.001786505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002719295,"about_ca_system_score_gemma":0.00470713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03191901,"about_ca_topic_score_gemma":0.06211997,"domain_scores_codex":[0.9981127,0.0002634446,0.0005466551,0.0001668845,0.000785967,0.0001243873],"domain_scores_gemma":[0.9883261,0.003658381,0.00298189,0.0001609748,0.004085064,0.0007875696],"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":[0.0003675747,0.00009709204,0.009205636,0.008722444,0.0004600591,0.0002686273,0.00006276043,0.0002773482,0.0002261407,0.0006997663,0.2638023,0.7158102],"study_design_scores_gemma":[0.0004339945,0.0002096322,0.04560057,0.03211604,0.002554622,0.002641475,0.0001522797,0.0007060056,0.000409004,0.000472809,0.9146249,0.00007853055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002238642,0.9661216,0.00101327,0.01031633,0.005499853,0.00007192612,0.004182271,0.0002045141,0.01035157],"genre_scores_gemma":[0.01112735,0.9565178,0.003551785,0.009947016,0.008829013,0.0001771456,0.007018662,0.00004133239,0.002789947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03191901,"threshold_uncertainty_score":0.06346643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006941084974630931,"score_gpt":0.2203842273813589,"score_spread":0.213443142406728,"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."}}