{"id":"W4408160959","doi":"10.1007/s00394-025-03610-3","title":"Diet, fruit and vegetables and One Health: benefits for health, environment, society and the consumer—proceedings of the 9th edition of EGEA conference","year":2025,"lang":"en","type":"article","venue":"European Journal of Nutrition","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"NIHR Cambridge Biomedical Research Centre; European Commission; Department of Health and Social Care; Medical Research Council; National Institute for Health and Care Research; World Health Organization","keywords":"Food science; Agricultural science; Environmental health; Medicine; Biology","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":[0.001055219,0.00009010382,0.0002169748,0.0000136289,0.000224826,0.00002024144,0.0000961094,0.00002111815,0.00001059498],"category_scores_gemma":[0.00003849556,0.00005345087,0.00006733221,0.00006295194,0.0007784585,0.0001938816,0.0001133335,0.0001247833,2.136109e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008033972,"about_ca_system_score_gemma":0.00001084144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002129949,"about_ca_topic_score_gemma":0.000004399365,"domain_scores_codex":[0.9991193,0.0001029331,0.0003704018,0.0001202993,0.0001615863,0.0001255023],"domain_scores_gemma":[0.9993123,0.00008707478,0.0004659655,0.00005460411,0.0000157267,0.0000643253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008708348,0.009350728,0.2477036,0.0181646,0.001348326,0.000004614465,0.06309389,0.0006925723,0.1107598,0.05349122,0.1553925,0.3312898],"study_design_scores_gemma":[0.005348995,0.001687397,0.9648697,0.001042748,0.0001158227,0.00005681756,0.005543716,0.0001067594,0.002217251,0.008087098,0.01077288,0.000150812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701142,0.005729808,0.0007386797,0.02222482,0.00008010319,0.0007074544,0.0000500929,0.000003357117,0.0003515166],"genre_scores_gemma":[0.989153,0.009276003,0.001097307,0.0003846576,0.00003109669,0.000003021448,0.000001814892,0.000004731728,0.00004839496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7171661,"threshold_uncertainty_score":0.2868263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341533424230524,"score_gpt":0.2211007488862192,"score_spread":0.2076854146439139,"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."}}