{"id":"W4311596863","doi":"10.1016/s2213-8587(22)00319-9","title":"Continuous glucose monitoring and metrics for clinical trials: an international consensus statement","year":2022,"lang":"en","type":"review","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":725,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"European Medicines Agency; European Association for the Study of Diabetes; Japan Diabetes Society; Javna Agencija za Raziskovalno Dejavnost RS; American Association of Clinical Endocrinologists; Juvenile Diabetes Research Foundation International; American Diabetes Association","keywords":"Medicine; Statement (logic); Continuous glucose monitoring; MEDLINE; Intensive care medicine; Consensus conference; Medical physics; Internal medicine; Epistemology; Insulin; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2176812,0.003452557,0.01456861,0.007876673,0.00169069,0.01222944,0.01058991,0.02189234,0.004434405],"category_scores_gemma":[0.2280822,0.002731886,0.011299,0.007752327,0.005837254,0.008372203,0.00849746,0.0262486,0.003168263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211395,"about_ca_system_score_gemma":0.04980053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004997123,"about_ca_topic_score_gemma":0.0070017,"domain_scores_codex":[0.8970567,0.04780447,0.02949355,0.004707722,0.01879782,0.002139668],"domain_scores_gemma":[0.6339673,0.2776921,0.02987504,0.008362727,0.04285517,0.007247608],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001020592,0.0001819158,0.0007282719,0.09141213,0.00222725,0.0001643303,0.0004541932,0.001016011,0.0007300423,0.02411429,0.2648742,0.6130768],"study_design_scores_gemma":[0.002230078,0.0004417957,0.002664969,0.3103541,0.005922589,0.0004715911,0.0002714439,0.001241227,0.000619112,0.03017303,0.6454035,0.0002065421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001882449,0.8676093,0.007042099,0.1084005,0.01267768,0.001168513,0.0006239495,0.0001555058,0.002134126],"genre_scores_gemma":[0.005708509,0.7935438,0.07310134,0.1040652,0.01452212,0.005299178,0.001544833,0.000202992,0.002011948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7823188,"threshold_uncertainty_score":0.9647384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5046467869866073,"score_gpt":0.5550496755933165,"score_spread":0.05040288860670927,"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."}}