{"id":"W4380795635","doi":"10.1161/circ.146.suppl_1.15584","title":"Abstract 15584: Metabolomic Signature of Fontan Circulation","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Metabolomics; Oxidative stress; Bile acid; Internal medicine; Amino acid; Hemodynamics; Cardiology; Gastroenterology; Endocrinology; Biochemistry; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550248,0.0003074366,0.0003148345,0.00041599,0.000174163,0.0004117427,0.0001023466,0.000288673,0.001999574],"category_scores_gemma":[0.0003219791,0.00007238524,0.0001800251,0.0003862438,0.0001334671,0.0001567797,0.0002483229,0.0002425828,0.0003103053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009277539,"about_ca_system_score_gemma":0.0001265797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280661,"about_ca_topic_score_gemma":0.000225541,"domain_scores_codex":[0.9999161,0.0000129686,0.000007460485,0.00003166909,0.00002074522,0.00001100959],"domain_scores_gemma":[0.9998807,0.00002608817,0.00004337307,0.000008374619,0.00001735922,0.00002400679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002758413,0.000148291,0.1685872,0.0004049787,0.0003315401,0.001601082,0.0002077473,0.0002083342,0.7920163,0.0001189481,0.0008070052,0.03281014],"study_design_scores_gemma":[0.00005011936,0.0009899606,0.9106223,0.00005411118,0.0002603338,0.006769048,0.000202888,0.001037751,0.07594026,0.0003706471,0.003675082,0.0000274731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930502,0.002841638,0.001142071,0.000126449,0.00003397792,0.0000203785,0.001771054,0.00006320444,0.000951124],"genre_scores_gemma":[0.9948723,0.0009843102,0.001250373,0.000146572,0.00003531771,0.0000244564,0.001853061,0.00001195011,0.0008216624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001999574,"threshold_uncertainty_score":0.00668931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908670762593742,"score_gpt":0.2720812288040962,"score_spread":0.2529945211781588,"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."}}