{"id":"W2968529790","doi":"10.3390/nu11102407","title":"Metabolic Trajectories Following Contrasting Prudent and Western Diets from Food Provisions: Identifying Robust Biomarkers of Short-Term Changes in Habitual Diet","year":2019,"lang":"en","type":"article","venue":"Nutrients","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Population Health Research Institute; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Canada","keywords":"Metabolite; Nutritional epidemiology; Medicine; Food group; Creatinine; Internal medicine; Physiology; Environmental health; Epidemiology","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":[0.0003597061,0.0002559893,0.0003384389,0.000267704,0.0001981387,0.0004112353,0.0001049342,0.0003660041,0.0005410843],"category_scores_gemma":[0.0006961859,0.0002110969,0.0001986831,0.0003258994,0.0001969712,0.0001872062,0.000325668,0.0003251728,0.0001255262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009354,"about_ca_system_score_gemma":0.0001326557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009087927,"about_ca_topic_score_gemma":0.002099178,"domain_scores_codex":[0.9998569,0.00003964719,0.000009042188,0.00004693086,0.00002596964,0.00002139444],"domain_scores_gemma":[0.9997293,0.00004576255,0.00009740925,0.00004219062,0.00004300019,0.00004231077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0137965,0.0005120753,0.604241,0.0001826207,0.0005136907,0.0002281449,0.0007681313,0.0007011172,0.3515974,0.0001058436,0.0003051644,0.02704837],"study_design_scores_gemma":[0.00002713934,0.0009423948,0.9898515,0.000005890012,0.00008450247,0.00014022,0.0001225875,0.0005808696,0.007786147,0.0001015217,0.0003458121,0.00001139711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988571,0.0001580916,0.0005622481,0.00001093172,0.000003404095,0.00001454856,0.0002503575,0.000008546174,0.0001348332],"genre_scores_gemma":[0.9974705,0.0000963138,0.001462512,0.00004622038,0.000004766185,0.00004955715,0.000545193,0.000008714335,0.0003161751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009087927,"threshold_uncertainty_score":0.001902282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059374806955393,"score_gpt":0.2622194984083466,"score_spread":0.2416257503387926,"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."}}