{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553786,0.0003147123,0.001455228,0.0003544163,0.000239359,0.00001605603,0.0005837738,0.00009448607,0.0002180233],"category_scores_gemma":[0.0009811277,0.0002351657,0.0008432909,0.00127422,0.0006623163,0.00001010933,0.0008741008,0.0001821412,3.975161e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008743325,"about_ca_system_score_gemma":0.00009903091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002775117,"about_ca_topic_score_gemma":0.00002307398,"domain_scores_codex":[0.9968342,0.0004372466,0.001181004,0.0005885918,0.0006341222,0.0003248308],"domain_scores_gemma":[0.997147,0.0004450793,0.0009332914,0.0008356324,0.0005794973,0.00005946518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001619324,0.0002306161,0.5667086,0.0000166402,0.02096787,7.732989e-7,0.0001441804,0.0004583896,0.4100997,0.001005922,0.00009252703,0.0001127864],"study_design_scores_gemma":[0.000866798,0.0001332247,0.7348359,0.000002282561,0.006873313,0.000003621957,0.0009034251,0.00005418377,0.2466032,0.0001941435,0.009331173,0.0001988008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915287,0.1042544,0.0000382961,0.00006229398,0.0003698174,0.0002619606,0.003381144,0.000007347862,0.00009597421],"genre_scores_gemma":[0.9899502,0.006506701,0.002505101,0.0001652464,0.0001105834,0.00008585196,0.0004492443,0.0000257112,0.0002013435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1681272,"threshold_uncertainty_score":0.9589778,"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."}}