{"id":"W2982662935","doi":"10.1016/j.yjmcc.2019.10.005","title":"Diastolic dysfunction is initiated by cardiomyocyte impairment ahead of endothelial dysfunction due to increased oxidative stress and inflammation in an experimental prediabetes model","year":2019,"lang":"en","type":"article","venue":"Journal of Molecular and Cellular Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"German-Israeli Foundation for Scientific Research and Development; Australian Synchrotron; University of Melbourne; National Cerebral and Cardiovascular Center; Australian Government; Japan Agency for Medical Research and Development; M.S.I. Foundation; Deutsche Forschungsgemeinschaft; Australian Education International, Australian Government","keywords":"Endothelial dysfunction; Oxidative stress; Prediabetes; Inflammation; Medicine; Diastole; Cardiology; Internal medicine; Endocrinology; Diabetes mellitus; Type 2 diabetes; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.0004487504,0.0001918531,0.0007823624,0.000347448,0.0000281749,0.00001358044,0.00004403119,0.0001782787,0.00001441146],"category_scores_gemma":[0.00003905022,0.0001647327,0.0002682222,0.0001368779,0.00006205433,0.0001544611,0.00003833868,0.0002206082,0.000001642037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036289,"about_ca_system_score_gemma":0.00008143397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005329656,"about_ca_topic_score_gemma":0.000002094641,"domain_scores_codex":[0.9984511,0.0003126309,0.0004798779,0.000250334,0.0003188311,0.0001872195],"domain_scores_gemma":[0.999174,0.00003089637,0.0002038786,0.0001953949,0.0001952357,0.0002006179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001238204,0.00007950733,0.04938579,0.000065819,0.0004689032,0.00009809261,0.0008758461,0.002789804,0.9439183,0.000008044355,0.00003813693,0.00103355],"study_design_scores_gemma":[0.006433447,0.002774141,0.02404453,0.0001082147,0.000375878,0.0004106397,0.001501201,0.002199967,0.9617902,0.00002021212,0.000151365,0.0001902048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911737,0.001416335,0.006527581,0.00004614648,0.0002347513,0.0004716078,0.00004468084,0.000008911225,0.00007629579],"genre_scores_gemma":[0.9994527,0.0001176213,0.0001192887,0.00009370891,0.000109211,0.00001125964,0.00006336233,0.00002110622,0.0000117867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02534125,"threshold_uncertainty_score":0.6717603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009166325038409676,"score_gpt":0.2330206186523099,"score_spread":0.2238542936139003,"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."}}