{"id":"W4285303485","doi":"10.1007/978-3-030-81304-8_32-1","title":"GWAS and GWAIS for Identifying Connections Between Genetics, Nutrition, and Health: The Example of Omega-3 and Plasma Triglycerides","year":2022,"lang":"en","type":"book-chapter","venue":"Biomarkers in disease","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Genome-wide association study; Omega; Genetics; Computational biology; Biology; Medicine; Single-nucleotide polymorphism; Genotype; Philosophy; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002415182,0.001225889,0.00104876,0.002168064,0.0004821509,0.002535088,0.001053829,0.002053568,0.0244972],"category_scores_gemma":[0.004462417,0.000537544,0.001086986,0.002377498,0.001926629,0.003028147,0.001448418,0.004003328,0.008217027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006737136,"about_ca_system_score_gemma":0.0008241443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307372,"about_ca_topic_score_gemma":0.0058609,"domain_scores_codex":[0.9992191,0.0003367493,0.0000394748,0.0001076754,0.0002690499,0.0000279792],"domain_scores_gemma":[0.9973443,0.002194489,0.00006931069,0.0001304325,0.0001796362,0.00008177807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001093835,0.00006371338,0.002435745,0.0006247378,0.0001761525,0.0003830255,0.0003269795,0.0009680499,0.00236399,0.2462593,0.2899196,0.4563694],"study_design_scores_gemma":[0.000022961,0.00004225543,0.003243636,0.0004404528,0.00005775566,0.001371885,0.0001829271,0.001298861,0.0006744344,0.3151057,0.6775067,0.00005237892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.003759354,0.4205477,0.2137097,0.08195893,0.01330644,0.0001725153,0.002314925,0.002253498,0.2619769],"genre_scores_gemma":[0.03194128,0.2347529,0.2815973,0.04257375,0.01108065,0.000465657,0.001620538,0.0013884,0.3945795],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0244972,"threshold_uncertainty_score":0.08195126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121168247176802,"score_gpt":0.3051189510772298,"score_spread":0.2439072686054618,"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."}}