{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412602,0.000121197,0.0004240449,0.0001540439,0.0002446783,0.000007369041,0.00007286459,0.00004057469,0.0001801078],"category_scores_gemma":[0.0000655484,0.0000816149,0.00158709,0.0002628975,0.00003238836,0.00004583207,0.00002775732,0.0002964668,0.00001180251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604357,"about_ca_system_score_gemma":0.0002458472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002009085,"about_ca_topic_score_gemma":0.000003076068,"domain_scores_codex":[0.9983478,0.0002618365,0.0003816062,0.0002191004,0.0005814382,0.0002082306],"domain_scores_gemma":[0.9990826,0.00004633702,0.0002006749,0.0005147544,0.00006056136,0.00009508822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00141886,0.0009761839,0.1588363,0.0009405779,0.006827144,0.00002567574,0.002191774,0.4514235,0.00187128,0.000618644,0.002068073,0.372802],"study_design_scores_gemma":[0.001353022,0.000241135,0.9936952,0.00004183613,0.0001751188,0.0000573935,0.0002508941,0.001737149,0.0002171318,0.00004925355,0.002108333,0.00007353268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930301,0.004888679,0.0002162773,0.0002143611,0.0002756267,0.0009957748,0.00003958519,0.00003769146,0.0003018527],"genre_scores_gemma":[0.9993692,0.0001543383,0.00001635043,0.00004603494,0.0001237719,0.00006370388,0.0001956728,0.00002046999,0.00001046145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8348588,"threshold_uncertainty_score":0.3328159,"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."}}