{"id":"W2071534982","doi":"10.1371/journal.pone.0016957","title":"The Human Serum Metabolome","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1720,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; Prevention of Organ Failure; University of Alberta","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Agricultural Research Service; National Institutes of Health; University of Alberta; Genome British Columbia; Genome Alberta; Ministry of Advanced Education, Government of Alberta; U.S. Department of Agriculture","keywords":"Metabolome; Metabolomics; Metabolite; Human disease; Human physiology; Computational biology; Biology; Bioinformatics; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006153426,0.0004383664,0.0005791561,0.001651971,0.00036144,0.001032338,0.0002530031,0.000386225,0.00521645],"category_scores_gemma":[0.001227756,0.0001226843,0.0004050655,0.002318952,0.000195999,0.0003515512,0.0008131667,0.0003088744,0.002164369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133134,"about_ca_system_score_gemma":0.0008241499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981502,"about_ca_topic_score_gemma":0.001682677,"domain_scores_codex":[0.9994256,0.0001315166,0.00005428545,0.0001539218,0.0001885122,0.00004610812],"domain_scores_gemma":[0.9996044,0.0001207703,0.00005997394,0.00006475384,0.0001107715,0.00003928358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003237698,0.0001969105,0.1080319,0.002652826,0.000586086,0.001807524,0.000455079,0.001938625,0.3773012,0.004630094,0.03895694,0.4602052],"study_design_scores_gemma":[0.0001569474,0.001257473,0.3591227,0.0006121927,0.0006635308,0.008401679,0.0005931103,0.004010884,0.1256993,0.01139999,0.487941,0.0001411468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5354901,0.0643345,0.04654772,0.007990996,0.0004658065,0.0009042118,0.296736,0.001613648,0.045917],"genre_scores_gemma":[0.731361,0.03199967,0.04699943,0.003254733,0.0004138422,0.0006350539,0.1710023,0.0001670816,0.0141668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00521645,"threshold_uncertainty_score":0.01745075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915467022741373,"score_gpt":0.2306727739520993,"score_spread":0.1715181037246855,"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."}}