{"id":"W2990802895","doi":"10.1159/000503828","title":"Integrative Network Analysis of Multi-Omics Data in the Link between Plasma Carotenoid Concentrations and Lipid Profile","year":2019,"lang":"en","type":"article","venue":"Lifestyle Genomics","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Carotenoid; Biology; DNA methylation; Gene; Methylation; Transcriptome; Epigenome; Lipid profile; Genetics; Gene expression; Cholesterol; 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":[0.002328493,0.001057053,0.0009330444,0.003728853,0.00068099,0.001519916,0.0005838377,0.0003595688,0.001411721],"category_scores_gemma":[0.003594796,0.0003517545,0.001846352,0.003453832,0.0004049273,0.0007829638,0.001176258,0.0005821005,0.0002104402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000745642,"about_ca_system_score_gemma":0.001038296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005420994,"about_ca_topic_score_gemma":0.005422434,"domain_scores_codex":[0.9988489,0.0005432798,0.00006246274,0.0003348298,0.0001316558,0.00007877016],"domain_scores_gemma":[0.9983622,0.0009280247,0.0003004047,0.0001375236,0.0001853573,0.00008645181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001168744,0.0002859189,0.5680688,0.002083202,0.01003695,0.001136142,0.0008791413,0.1824159,0.05827336,0.007896976,0.004009434,0.1637455],"study_design_scores_gemma":[0.00004636469,0.0002562833,0.317307,0.0002289704,0.002410265,0.0005071276,0.0005370298,0.6396925,0.005492141,0.02724363,0.006186748,0.00009193965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7053953,0.00829202,0.2708886,0.001132867,0.0001019744,0.0002680463,0.01033566,0.0008763958,0.002709075],"genre_scores_gemma":[0.9320781,0.002118451,0.05748919,0.0001471914,0.00005770319,0.0002677332,0.006868299,0.00007895513,0.0008943866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005420994,"threshold_uncertainty_score":0.01231444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126153645866757,"score_gpt":0.2784287316531577,"score_spread":0.2571671951944901,"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."}}