{"id":"W4391478153","doi":"10.1186/s40795-024-00828-y","title":"Genetic determinants of food preferences: a systematic review of observational studies","year":2024,"lang":"en","type":"review","venue":"BMC Nutrition","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Clinical nutrition; Meta-analysis; Genetic association; Preference; Genotype; Biology; Genetics; Gene; Single-nucleotide polymorphism; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000236224,0.0003350052,0.001841622,0.0001199452,0.00002586304,0.000009873301,0.0002630722,0.0002229292,0.000006521274],"category_scores_gemma":[0.0004681252,0.0002684783,0.0007229339,0.0002090235,0.0001040148,0.000003447052,0.0001002331,0.00006623077,0.000007196232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002629438,"about_ca_system_score_gemma":0.0003475128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.050716e-7,"about_ca_topic_score_gemma":0.00001408368,"domain_scores_codex":[0.9974756,0.0002813957,0.001396572,0.0004192862,0.0002747398,0.0001524571],"domain_scores_gemma":[0.9981825,0.00006418533,0.0007438826,0.0005090265,0.0004392462,0.00006109839],"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":[0.000007515476,0.0001827624,0.00001522198,0.9967043,0.0002645091,9.787362e-7,0.00000561943,5.990051e-8,0.00001645024,0.00002186619,0.001236344,0.001544327],"study_design_scores_gemma":[0.0002461611,0.0004014664,0.00001009813,0.9766847,0.005823152,0.00002736652,0.00003159199,0.000001327103,0.0001924659,0.0006195298,0.01568077,0.0002813783],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005114632,0.996116,0.00003313688,0.000002385003,0.0001835824,0.00230882,0.0008202002,0.00000900027,0.00001538715],"genre_scores_gemma":[0.0002267149,0.996655,0.0008897821,0.0000261111,0.0002303215,0.001149854,0.0007293932,0.00003722508,0.00005556746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02001965,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802637406446416,"score_gpt":0.3928212055872314,"score_spread":0.2125574649425898,"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."}}