{"id":"W2041070712","doi":"10.2337/diaspect.21.4.224","title":"Letter: Clarifying Details on the Latest Continuous Glucose Monitoring Device","year":2008,"lang":"en","type":"letter","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Continuous glucose monitoring; Diabetes mellitus; Endocrinology; Type 1 diabetes","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005412249,0.0007224202,0.0009850244,0.0004935202,0.0004430549,0.000275866,0.00078181,0.0008165066,0.0003635247],"category_scores_gemma":[0.0002384538,0.0004906266,0.0004677181,0.0005270484,0.0002822046,0.00011442,0.0002962394,0.005353848,0.001620758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574912,"about_ca_system_score_gemma":0.0001004104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001886946,"about_ca_topic_score_gemma":0.000002129053,"domain_scores_codex":[0.9952374,0.0002154316,0.0005252387,0.000864615,0.001330963,0.001826338],"domain_scores_gemma":[0.9972888,0.0008767309,0.0002490345,0.00133009,0.00009757882,0.0001577446],"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":[0.00001739052,0.00009293952,0.03587584,0.000477787,0.0005601465,0.001234562,0.00005315592,0.000002883279,0.0004723098,0.00003099675,0.9591249,0.002057064],"study_design_scores_gemma":[0.0007222271,0.0004025263,0.006998235,0.001008327,0.0002780456,0.000004492375,0.00001592928,0.00007505572,0.01073764,0.0001616932,0.9790273,0.0005685501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1537084,0.001859392,0.000001422673,0.8150367,0.001327612,0.001388138,0.00001852417,0.0003009262,0.02635888],"genre_scores_gemma":[0.1123284,0.0005646088,0.00009187216,0.835352,0.0231173,0.0002589213,0.0003193665,0.0003401758,0.0276273],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04137994,"threshold_uncertainty_score":0.9997545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745280734431952,"score_gpt":0.2676465607714373,"score_spread":0.2301937534271178,"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."}}