{"id":"W2893215755","doi":"10.1159/000492297","title":"&lt;b&gt;&lt;i&gt;Lifestyle Genomics&lt;/i&gt;&lt;/b&gt;: Addressing the Multifactorial Nature of Personalized Health","year":2018,"lang":"en","type":"editorial","venue":"Lifestyle Genomics","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Guelph","funders":"","keywords":"Medicine; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001565096,0.001606436,0.001768919,0.0002953499,0.001033984,0.0003461295,0.002238289,0.00416294,0.0001329312],"category_scores_gemma":[0.001673148,0.001553021,0.001108615,0.0003094451,0.001256936,0.00002925795,0.0009309841,0.001423804,0.00008660965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006121934,"about_ca_system_score_gemma":0.005303367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005342794,"about_ca_topic_score_gemma":0.0006336633,"domain_scores_codex":[0.9915833,0.0008686287,0.001969767,0.002345491,0.001443604,0.00178915],"domain_scores_gemma":[0.9924039,0.0004680012,0.002022892,0.002722991,0.001366302,0.001015895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00136504,0.0004397987,0.00005310013,0.000557718,0.0005396177,0.00001495426,0.0006031301,0.00004767149,0.2737325,0.0001646377,0.7220337,0.0004480135],"study_design_scores_gemma":[0.00498982,0.0008377538,0.0002059735,0.0002582058,0.0004673753,0.00002141914,0.00008216281,0.00008236376,0.008299062,0.0002147307,0.9829955,0.001545652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.2400601,0.09077163,0.0004822505,0.0007444015,0.6493236,0.003074425,0.01390238,0.0001848345,0.001456336],"genre_scores_gemma":[0.03971374,0.0274514,0.003458418,0.001078273,0.9071592,0.0001987343,0.01618926,0.0006955604,0.004055423],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2654335,"threshold_uncertainty_score":0.9996684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246723110696195,"score_gpt":0.2744974960535667,"score_spread":0.2620302649466047,"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."}}