{"id":"W4386439153","doi":"10.57264/cer-2023-0075","title":"Cost-utility of real-time continuous glucose monitoring versus self-monitoring of blood glucose in people with insulin-treated Type 2 diabetes in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Comparative Effectiveness Research","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Glycated hemoglobin; Hypoglycemia; Type 2 diabetes; Diabetes mellitus; Continuous glucose monitoring; Type 1 diabetes; Quality-adjusted life year; Internal medicine; Blood Glucose Self-Monitoring; Insulin; Cost effectiveness; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00215044,0.0005856468,0.0009747694,0.001163214,0.0007943976,0.002231539,0.001442234,0.0006091717,0.002834171],"category_scores_gemma":[0.009358909,0.0003126823,0.002246435,0.002467263,0.0005721446,0.0005627488,0.001048991,0.001097293,0.0001185251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07390407,"about_ca_system_score_gemma":0.05580314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829537,"about_ca_topic_score_gemma":0.9814228,"domain_scores_codex":[0.9983678,0.0004664376,0.00007971592,0.0001538424,0.0004804406,0.0004516852],"domain_scores_gemma":[0.9977893,0.0007010796,0.000243117,0.00005670448,0.0007666883,0.000443112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01792795,0.000806502,0.5500782,0.002257742,0.005821064,0.0009373355,0.0004276863,0.257003,0.0008226167,0.01181545,0.01856424,0.1335382],"study_design_scores_gemma":[0.004079696,0.001864197,0.522171,0.001474558,0.006118003,0.0006103518,0.001745026,0.4462416,0.001008241,0.004979177,0.009399694,0.0003084737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483208,0.01182214,0.002066042,0.003960721,0.0001245666,0.0006165581,0.01806639,0.00008473003,0.01493806],"genre_scores_gemma":[0.9933133,0.001730506,0.001282736,0.0002367946,0.00001434103,0.00004557183,0.002462843,0.000009950713,0.0009039584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07390407,"threshold_uncertainty_score":0.5362141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07002837368940106,"score_gpt":0.3832770973235926,"score_spread":0.3132487236341915,"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."}}