{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002628484,0.0001067232,0.0004096237,0.0002221631,0.00001693148,0.000006611871,0.00002614282,0.0001013202,0.000001418103],"category_scores_gemma":[0.00004540796,0.00009486291,0.00008433416,0.0004420212,0.00005858637,0.00008128354,0.0000389277,0.0001355799,0.000001150061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001513381,"about_ca_system_score_gemma":0.00004138538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956614,"about_ca_topic_score_gemma":0.00001038623,"domain_scores_codex":[0.9990748,0.00009407275,0.0002138126,0.0002178323,0.0002327836,0.0001667318],"domain_scores_gemma":[0.9996242,0.00002510126,0.00005913621,0.0001663938,0.00004271202,0.0000824679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002928332,0.00004539889,0.9913945,0.0001352308,0.0001433757,0.000001532323,0.0002386749,0.00001092114,0.003942444,0.000003500573,0.00001535633,0.003776257],"study_design_scores_gemma":[0.002089273,0.0001687662,0.9952218,0.0001684933,0.0004973024,0.000002439441,0.0000678047,0.0000377496,0.001631614,0.00003587501,0.000007709325,0.00007119597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920466,0.007242108,0.000001702143,0.00002463096,0.00008193719,0.0004429248,0.0001121327,0.00002286318,0.00002512522],"genre_scores_gemma":[0.9984618,0.001200236,0.00001102011,0.00000591564,0.000245692,0.000007528203,0.0000479907,0.00001385673,0.000005984149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006415201,"threshold_uncertainty_score":0.3868397,"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."}}