{"id":"W4323073941","doi":"10.1186/s12933-023-01770-2","title":"Higher HbA1c variability is associated with increased arterial stiffness in individuals with type 1 diabetes","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Diabetology","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samfundet Folkhälsan; Finska Läkaresällskapet; Institute of Genetics; Biomedicum Helsinki-säätiö; Suomen Lääketieteen Säätiö; AstraZeneca","keywords":"Medicine; Arterial stiffness; Pulse wave velocity; Internal medicine; Angiology; Diabetes mellitus; Type 2 diabetes; Cardiology; Population; Linear regression; Applanation tonometry; Blood pressure; Endocrinology; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002065292,0.0003447099,0.001579127,0.0003691902,0.00009570977,0.00002852858,0.0001365388,0.0003549955,0.000188515],"category_scores_gemma":[0.0005255091,0.0002803202,0.0006697809,0.001719668,0.0002108821,0.0001124255,0.00007975673,0.0003377707,0.00009967435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980022,"about_ca_system_score_gemma":0.0004807813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007552109,"about_ca_topic_score_gemma":0.00002145327,"domain_scores_codex":[0.9962105,0.0009207268,0.0004157252,0.0008149818,0.0007647953,0.0008732303],"domain_scores_gemma":[0.9978561,0.0002386569,0.00009845299,0.0011237,0.000295177,0.0003879433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000806178,0.0004453085,0.9767786,0.0005750376,0.01195767,0.000644505,0.0001990066,0.0001647824,0.000548517,0.00007239685,0.0009447326,0.006863253],"study_design_scores_gemma":[0.01067389,0.0001204763,0.9825992,0.0002086833,0.002235229,0.000026312,0.00003167403,0.00006008416,0.0001782294,0.0001855407,0.003349405,0.0003312564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958952,0.001428873,0.00003674309,0.0002541058,0.0003937896,0.001144182,0.00006077459,0.0002820067,0.000504347],"genre_scores_gemma":[0.9980108,0.00006686263,0.00007455366,0.0004188605,0.0002102613,0.0002799839,0.0008258525,0.00006645307,0.00004633667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00986771,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406082315688991,"score_gpt":0.2487368440015079,"score_spread":0.234676020844618,"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."}}