{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.160622,0.003023677,0.01396466,0.01767568,0.002334211,0.01219294,0.004759162,0.007638114,0.006012286],"category_scores_gemma":[0.4117462,0.002814281,0.01292766,0.01370916,0.003591054,0.01206086,0.004751696,0.006020701,0.001035724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01576872,"about_ca_system_score_gemma":0.04471775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009789348,"about_ca_topic_score_gemma":0.02173777,"domain_scores_codex":[0.8949515,0.05032812,0.03771334,0.003165046,0.01254232,0.001299777],"domain_scores_gemma":[0.5069353,0.4188841,0.02997825,0.006245783,0.03638687,0.001569722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000355479,0.00008001066,0.0006463343,0.8107535,0.007363504,0.0000991616,0.0009569043,0.00042419,0.0002760424,0.002168046,0.004977809,0.171899],"study_design_scores_gemma":[0.00008598844,0.0001054236,0.0005729696,0.9758015,0.009032247,0.00004633648,0.0003551716,0.000121733,0.0001163362,0.001156754,0.01258021,0.00002541173],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005973336,0.9882582,0.001250272,0.005780663,0.001177402,0.001893908,0.0002307255,0.00002257868,0.0007889249],"genre_scores_gemma":[0.01030814,0.9744776,0.00635264,0.002904429,0.0005946987,0.004873049,0.0002639357,0.0000216486,0.0002037661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.160622,"threshold_uncertainty_score":0.8494607,"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."}}