{"id":"W3033294931","doi":"10.1177/0260106020928667","title":"Assessing the effectiveness of actionable nutrigenomics and lifestyle genomics interventions for weight management in clinical practice: A critical, scoping review with directions for future research","year":2020,"lang":"en","type":"article","venue":"Nutrition and Health","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Children’s Health Research Institute; East Wellington Family Health Team; Western University","funders":"Canadian Institutes of Health Research","keywords":"Nutrigenomics; Weight management; Medicine; Psychological intervention; Confounding; Body mass index; Intervention (counseling); Weight loss; MEDLINE; Genomics; Gerontology; Overweight; Obesity; Nursing; Pathology","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":[0.002240169,0.00007571208,0.0002040027,0.00004438815,0.0003008015,0.00004490208,0.00005292579,0.00006042663,0.000001417526],"category_scores_gemma":[0.0003539796,0.00006500635,0.0000741837,0.0001170693,0.0001233241,0.00001691417,0.00003606939,0.0001018312,1.130662e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661314,"about_ca_system_score_gemma":0.0001841454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006029331,"about_ca_topic_score_gemma":0.000024863,"domain_scores_codex":[0.9986907,0.0004197318,0.0003575801,0.0002839051,0.00007950028,0.0001685644],"domain_scores_gemma":[0.9989837,0.0004059852,0.00009192662,0.0001169625,0.0002771474,0.0001242522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009787809,0.009002464,0.007156922,0.8488147,0.0005930451,0.000008571851,0.0004515012,0.00001454677,0.00302429,0.04492645,0.02480182,0.05141786],"study_design_scores_gemma":[0.03578568,0.01578442,0.06071394,0.1466388,0.001095828,0.0001221966,0.01713462,0.000633749,0.00405578,0.01302278,0.7036975,0.001314773],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08686837,0.7631657,0.05402362,0.0768551,0.0003953936,0.01795636,0.0003382502,0.00002995171,0.000367269],"genre_scores_gemma":[0.1711356,0.7920402,0.03115502,0.002810156,0.0008825793,0.001666653,0.000269145,0.00003087859,0.000009819085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.702176,"threshold_uncertainty_score":0.2650882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340956381124562,"score_gpt":0.5306983062326541,"score_spread":0.3966026681201979,"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."}}