{"id":"W3023963269","doi":"10.1002/mnfr.202000178","title":"Plasma Metabolomics Profiles are Associated with the Amount and Source of Protein Intake: A Metabolomics Approach within the PREDIMED Study","year":2020,"lang":"en","type":"article","venue":"Molecular Nutrition & Food Research","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Instituto de Salud Carlos III; Institució Catalana de Recerca i Estudis Avançats; NIH Clinical Center; Generalitat Valenciana","keywords":"Metabolomics; Metabolite; Allantoin; Plant protein; Chemistry; Metabolome; Carnitine; Internal medicine; Endocrinology; Biology; Biochemistry; Food science; Medicine; Chromatography","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":[0.001084997,0.0003042232,0.000369153,0.0004564555,0.0002866843,0.0007088667,0.0002291673,0.0004734654,0.00100217],"category_scores_gemma":[0.0011456,0.0001494895,0.0004985703,0.0008971381,0.000217025,0.0002520966,0.0005589185,0.0003710675,0.0001841805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599563,"about_ca_system_score_gemma":0.0002221741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007591199,"about_ca_topic_score_gemma":0.0009796041,"domain_scores_codex":[0.9996054,0.0001830214,0.00002646044,0.0001239772,0.00003821261,0.00002294805],"domain_scores_gemma":[0.9995757,0.0001093906,0.0001367096,0.0001039578,0.00004099957,0.00003335404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003080244,0.0001880999,0.9520919,0.00030782,0.001853677,0.0002538696,0.0002508686,0.000657943,0.02273201,0.0002167018,0.0003185134,0.01804845],"study_design_scores_gemma":[0.0000166207,0.0004235528,0.9947945,0.00002249504,0.0002736643,0.0003419656,0.0001278583,0.0009713881,0.001619208,0.0002277891,0.001171912,0.000008960015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932742,0.001967355,0.003033501,0.00006042775,0.00001134244,0.0000275335,0.0009629883,0.00001586393,0.0006467985],"genre_scores_gemma":[0.9945487,0.0005263357,0.002901133,0.00007819638,0.00001357997,0.00006300489,0.001354431,0.00001069384,0.0005037162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084997,"threshold_uncertainty_score":0.00573808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800818404000008,"score_gpt":0.2710876747446969,"score_spread":0.2330794907046968,"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."}}