{"id":"W4389797734","doi":"10.5114/polp.2023.133530","title":"Role of epicardial fat thickness and irisin levels in early prediction of cardiac dysfunction in children and adolescents with type 1 diabetes mellitus","year":2023,"lang":"en","type":"article","venue":"Pediatria Polska","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Type 2 Diabetes Mellitus; Cardiac dysfunction; Pediatrics; Endocrinology; Cardiology; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006359702,0.0003903284,0.0004624528,0.0006482438,0.0002982228,0.0006495004,0.0003063202,0.0005494768,0.001556831],"category_scores_gemma":[0.001852142,0.0002164631,0.0005954786,0.000543188,0.0001760121,0.0003726052,0.0003783602,0.001126856,0.0002378878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023453,"about_ca_system_score_gemma":0.0003446673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317787,"about_ca_topic_score_gemma":0.00516973,"domain_scores_codex":[0.9997402,0.00007281953,0.00003882889,0.00003973627,0.00006869454,0.00003976326],"domain_scores_gemma":[0.9990984,0.0002491174,0.0003375309,0.00002398519,0.0001315476,0.0001594411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002830235,0.00005698885,0.9912217,0.00005750909,0.0000584524,0.000554084,0.00006055259,0.00006325005,0.0001983198,0.0000396067,0.0004231755,0.006983499],"study_design_scores_gemma":[0.0000127348,0.0001564561,0.9962193,0.0002099035,0.0001395383,0.001688022,0.0002283162,0.0004333383,0.0001991235,0.00007373748,0.0006270113,0.00001241876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699083,0.02426866,0.0003147259,0.001672251,0.0001562101,0.00003172286,0.0007060786,0.00001968591,0.002922297],"genre_scores_gemma":[0.9911901,0.006391302,0.0007753876,0.0002452201,0.0001293505,0.00002626111,0.0005135851,0.000005023458,0.0007237271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003317787,"threshold_uncertainty_score":0.006596923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006789300922694939,"score_gpt":0.2102968845614317,"score_spread":0.2035075836387367,"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."}}