{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006184115,0.0002721333,0.0003525352,0.0005195551,0.0003067433,0.0006359247,0.000254846,0.0005089716,0.001846201],"category_scores_gemma":[0.002729135,0.000345231,0.0003341846,0.0007930615,0.0002181347,0.0002751178,0.0002766892,0.001064308,0.0001641369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104741,"about_ca_system_score_gemma":0.0001471822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607888,"about_ca_topic_score_gemma":0.001794335,"domain_scores_codex":[0.9995897,0.0001325767,0.00004525135,0.00009014689,0.00008923202,0.00005304964],"domain_scores_gemma":[0.9971768,0.0009615881,0.001222003,0.0001565249,0.0001813022,0.0003018573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081785,0.00002241804,0.9985381,0.000006387922,0.00006534467,0.00005884451,0.00003125638,0.00003595364,0.000179065,0.00000597341,0.00005197007,0.0008964313],"study_design_scores_gemma":[0.000003221713,0.00005767791,0.9992556,0.000004310446,0.00003227718,0.0002347784,0.00004636177,0.0002769725,0.0000312321,0.00001772606,0.00003747054,0.000002401897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990407,0.0003733996,0.0001576102,0.0000553516,0.0000120931,0.000002240505,0.0001001306,0.000005954967,0.0002524895],"genre_scores_gemma":[0.9996504,0.0000768277,0.00008347667,0.00002160407,0.00002167115,0.000002324057,0.00006327133,0.000001548302,0.00007903013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001846201,"threshold_uncertainty_score":0.006176114,"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."}}