{"id":"W4400148601","doi":"10.1016/j.cdnut.2024.103616","title":"The Moderating Role of Diet in Polygenic Risk of Obesity: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Current Developments in Nutrition","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Obesity; Polygenic risk score; Psychology; Medicine; Biology; Genetics; Internal medicine; Gene; Genotype","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":[],"consensus_categories":[],"category_scores_codex":[0.001150611,0.0003062182,0.002974579,0.0003350061,0.00004032647,0.00001075189,0.0001566429,0.00009783394,0.000001625612],"category_scores_gemma":[0.0006234879,0.0001832669,0.0003493227,0.0007440653,0.00004366286,0.00003875444,0.00012192,0.0004437468,0.00001156097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613234,"about_ca_system_score_gemma":0.000267318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005855044,"about_ca_topic_score_gemma":0.00001271439,"domain_scores_codex":[0.9969446,0.0002924605,0.001908051,0.0002677826,0.0003676436,0.0002194377],"domain_scores_gemma":[0.9987221,0.0001754216,0.0007042836,0.0002630558,0.0001015745,0.00003359178],"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":[0.000007215671,0.0002316867,0.0000948654,0.8710306,0.0002156623,0.000001877111,0.0001761598,9.833724e-9,1.541921e-7,0.00009450346,0.0001559733,0.1279913],"study_design_scores_gemma":[0.0002924811,0.00002311634,0.00007900714,0.9306708,0.003635736,0.000003337369,0.00009140212,0.000004233802,0.000001022288,0.0002388395,0.06482339,0.0001366445],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000730209,0.9952763,0.000001620825,0.000009114192,0.0004839773,0.003945316,0.00003719886,0.00001141258,0.0001620023],"genre_scores_gemma":[0.0001652435,0.9982247,0.000137262,0.000004338237,0.00004104047,0.001287016,0.0000848714,0.00002416509,0.00003132867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1278547,"threshold_uncertainty_score":0.7473407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040228528874479,"score_gpt":0.360146264012712,"score_spread":0.3199177351382331,"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."}}