{"id":"W4283709601","doi":"10.3390/metabo12070601","title":"Cross-Sectional Blood Metabolite Markers of Hypertension: A Multicohort Analysis of 44,306 Individuals from the COnsortium of METabolomics Studies","year":2022,"lang":"en","type":"article","venue":"Metabolites","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Medical Research Council; Versus Arthritis; University of Bristol; King's College London; National Institute of Nursing Research; National Institute for Health and Care Research; National Cancer Institute; British Heart Foundation; Wellcome Trust; Cystinosis Research Network; Qatar National Research Fund; Qatar Foundation; Academy of Finland; Chronic Disease Research Foundation; Wake Forest University; NIHR Sheffield Clinical Research Facility; Michael Smith Health Research BC; European Commission; World Health Organization; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Metabolomics; Metabolite; Medicine; Metabolome; Internal medicine; Body mass index; Bioinformatics; Physiology; Biology","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":[0.004424678,0.0006525857,0.001301103,0.001674093,0.0009784331,0.001127424,0.0005447675,0.0007876191,0.0009941477],"category_scores_gemma":[0.006533283,0.0006490527,0.002200572,0.003891581,0.0003170043,0.00053782,0.001589131,0.0005842026,0.0001769043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004018705,"about_ca_system_score_gemma":0.0005114399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005596717,"about_ca_topic_score_gemma":0.00759242,"domain_scores_codex":[0.9963138,0.001412251,0.000516256,0.001084634,0.0004305331,0.0002425934],"domain_scores_gemma":[0.9948318,0.001469203,0.001520228,0.001275044,0.0005761752,0.0003275956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006864829,0.00003436622,0.9893513,0.0001199095,0.00520492,0.0002127642,0.0001518833,0.0001749864,0.001621477,0.00003540528,0.0002953302,0.00211114],"study_design_scores_gemma":[0.00006293243,0.0001051491,0.9960023,0.00002017093,0.002333153,0.0003351613,0.0001011104,0.0002969562,0.0002403789,0.00005236912,0.0004351404,0.0000151309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934203,0.002360253,0.0008309812,0.00008086675,0.00001679898,0.00003140002,0.003102409,0.0000171055,0.000139852],"genre_scores_gemma":[0.9955372,0.0004355125,0.0009229177,0.00008084123,0.00002307069,0.0000733187,0.002807436,0.0000117902,0.0001080494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005596717,"threshold_uncertainty_score":0.02340019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187304014430562,"score_gpt":0.2864614030210653,"score_spread":0.2545883628767596,"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."}}