{"id":"W4380794372","doi":"10.1161/circ.146.suppl_1.12058","title":"Abstract 12058: The Impact of Cardiovascular Health Intervention on Plasma Metabolomic Profiles","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Metabolomics; Glutamine; Metabolome; Arginine; Internal medicine; Physiology; Bioinformatics; Metabolite; Biology; Genetics; Amino acid","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":[0.0004856215,0.0003996007,0.0005037625,0.0002578188,0.0002182527,0.000499461,0.0001901577,0.0003609374,0.005287297],"category_scores_gemma":[0.0006190375,0.0001074969,0.0003335578,0.0002618695,0.0001543157,0.0001729161,0.0003042897,0.0003687353,0.0004515619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146846,"about_ca_system_score_gemma":0.0003260597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008211957,"about_ca_topic_score_gemma":0.001045498,"domain_scores_codex":[0.999804,0.00005867104,0.0000105387,0.0000528548,0.00004105523,0.00003305919],"domain_scores_gemma":[0.9997569,0.00007362019,0.00006948305,0.00001986528,0.00003785919,0.00004225927],"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":[0.05883524,0.006591085,0.2770815,0.003001797,0.00273252,0.0004175313,0.0003385075,0.0009819714,0.3220777,0.0004748739,0.006281507,0.3211857],"study_design_scores_gemma":[0.0007053919,0.01555792,0.9397668,0.0001744413,0.001326376,0.0001754435,0.0001394184,0.001020064,0.03499077,0.0003777034,0.005734552,0.00003128753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920974,0.002620061,0.0008937182,0.0003734463,0.00008636637,0.0001160589,0.002018228,0.0001016747,0.001693119],"genre_scores_gemma":[0.9928109,0.001242827,0.001987086,0.0003767352,0.00008821,0.0001739082,0.001557323,0.00001928653,0.001743638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005287297,"threshold_uncertainty_score":0.01768774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759549789816212,"score_gpt":0.3150730171498938,"score_spread":0.2874775192517317,"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."}}