{"id":"W3215625803","doi":"10.3390/metabo11120805","title":"Amino Acid and Phospholipid Metabolism as an Indicator of Inflammation and Subtle Cardiomyopathy in Patients with Marfan Syndrome","year":2021,"lang":"en","type":"article","venue":"Metabolites","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Taurine; Cardiomyopathy; Medicine; Internal medicine; Cardiology; Biomarker; Marfan syndrome; Diastole; Inflammation; Amino acid; Pathophysiology; Aortic dissection; Heart failure; Biochemistry; Aorta; Biology; Blood pressure","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":[0.0002945457,0.0004542298,0.0003848589,0.001072485,0.0002752138,0.0003184659,0.0001319641,0.0004229739,0.0007743406],"category_scores_gemma":[0.001095612,0.0001674024,0.0001914943,0.0004801824,0.0002236109,0.0002619722,0.0002636377,0.00031855,0.0001024461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233794,"about_ca_system_score_gemma":0.0001044669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005495247,"about_ca_topic_score_gemma":0.0006083022,"domain_scores_codex":[0.9998048,0.00005696041,0.00003132869,0.00004313504,0.00003655046,0.00002719383],"domain_scores_gemma":[0.9995016,0.0001205525,0.0002165877,0.00001903573,0.00003966028,0.000102574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004879916,0.0000390458,0.9945037,0.00001079158,0.00002822442,0.0004822104,0.00008858306,0.00003916477,0.002712945,0.00001256067,0.0000198928,0.001574867],"study_design_scores_gemma":[0.000009969534,0.0004100397,0.9967479,0.000005766117,0.00002761156,0.002033984,0.0001232191,0.000209516,0.0003506316,0.00002883097,0.00004931916,0.00000332591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996543,0.0001581588,0.00005033724,0.00001195148,0.000001425927,0.000002410204,0.00002666556,0.000001859769,0.00009298058],"genre_scores_gemma":[0.9997808,0.00005104096,0.00007913609,0.000009202293,0.000005019114,0.000002161135,0.00003507683,4.786284e-7,0.00003711978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001072485,"threshold_uncertainty_score":0.002590477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004946503315010272,"score_gpt":0.2320627640899597,"score_spread":0.2271162607749494,"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."}}