{"id":"W4252245568","doi":"10.1016/j.jcjd.2017.10.007","title":"Monitoring Glycemic Control","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Hypoglycemia; Glycated hemoglobin; Blood glucose monitoring; Diabetes mellitus; Psychological intervention; Intensive care medicine; Blood Glucose Self-Monitoring; Continuous glucose monitoring; Type 2 diabetes; Internal medicine; Endocrinology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003052471,0.0000797512,0.0002176024,0.0004078614,0.00009399212,0.0000519297,0.0001541769,0.00004678389,0.0003763317],"category_scores_gemma":[0.0002308282,0.00006368599,0.00009420337,0.0001864038,0.0001779205,0.0001075873,0.000006889401,0.0001968628,0.00009841584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009942389,"about_ca_system_score_gemma":0.0005039565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003479416,"about_ca_topic_score_gemma":0.0001481011,"domain_scores_codex":[0.999063,0.00002192351,0.0002099192,0.0000751323,0.0001980078,0.0004319778],"domain_scores_gemma":[0.9986312,0.00004550522,0.00008041118,0.0001292084,0.0003603078,0.0007533567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001925688,0.00001218448,0.962568,0.00003659253,0.0001937632,0.00003897469,0.00008343982,0.000001045983,0.002103567,0.00004514909,0.005670918,0.02922714],"study_design_scores_gemma":[0.006552907,0.003597155,0.8907451,0.001076773,0.0003390893,0.000005982992,0.0002523998,0.0002545563,0.01011495,0.0007294115,0.08605646,0.0002752021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881524,0.001295986,0.00001173404,0.001464586,0.0007680602,0.00009494475,0.000002463692,0.000005877056,0.008203902],"genre_scores_gemma":[0.996814,0.000003260656,0.000141552,0.0003050571,0.00170793,0.000001169394,4.787947e-7,0.00001492819,0.001011594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08038555,"threshold_uncertainty_score":0.4120568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749589423310755,"score_gpt":0.2693806678073285,"score_spread":0.251884773574221,"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."}}