{"id":"W3047072602","doi":"10.1038/s41598-020-69866-3","title":"Cardiorenal metabolic biomarkers link early life stress to risk of non-communicable diseases and adverse mental health outcomes","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Diet and metabolism studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Metabolome; Biomarker; Urea cycle; Metabolomics; Cardiorenal syndrome; Metabolic syndrome; Medicine; Biology; Heart failure; Diabetes mellitus; Bioinformatics; Internal medicine; Endocrinology; Arginine; Amino acid; 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":[0.0001801678,0.0003131393,0.0002071352,0.0003056594,0.0001733206,0.0003761807,0.0001122632,0.0002544677,0.001128185],"category_scores_gemma":[0.0003406836,0.0001057381,0.0001646335,0.0002369606,0.0001308832,0.0001222763,0.0003118987,0.0004183211,0.00006736613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119676,"about_ca_system_score_gemma":0.0001119351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008441613,"about_ca_topic_score_gemma":0.001614453,"domain_scores_codex":[0.9999298,0.00001822588,0.000004000069,0.00001912484,0.00001165295,0.00001711593],"domain_scores_gemma":[0.9996291,0.00003550063,0.0001861841,0.00002127515,0.00003185762,0.00009614584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001663729,0.0002988725,0.8653607,0.0001730799,0.0006124789,0.0002956159,0.0001688297,0.0002191504,0.1157641,0.0001710286,0.0003342011,0.01493831],"study_design_scores_gemma":[0.000002694496,0.0001403138,0.9977487,0.000007359536,0.00003929203,0.0000703464,0.00004790026,0.00007493336,0.00165255,0.00007872452,0.0001335715,0.000003585728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972556,0.001158742,0.0004949833,0.00009295602,0.00001419537,0.000008919034,0.0004821658,0.00000735003,0.0004851147],"genre_scores_gemma":[0.9981766,0.0006721313,0.0004273632,0.00006525034,0.00001627768,0.00001216632,0.0002678966,0.000002339784,0.0003599904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001128185,"threshold_uncertainty_score":0.003774166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742723220941934,"score_gpt":0.2854135949066804,"score_spread":0.2679863626972611,"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."}}