{"id":"W4321499861","doi":"10.3389/fpubh.2023.1130893","title":"Monitoring residues of pesticides in food in Brazil: A multiscale analysis of the main contaminants, dietary cancer risk estimative and mechanisms associated","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fundação Araucária; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Pesticide; Environmental health; Pesticide residue; Contamination; Food safety; Acceptable daily intake; Environmental science; Toxicology; Environmental protection; Business; Biotechnology; Food science; Medicine; Biology; Ecology","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":[0.001504877,0.0001005825,0.0004838636,0.0001714116,0.00007066236,0.00001212765,0.0001786181,0.00008669833,0.000005525699],"category_scores_gemma":[0.0007606592,0.00004455312,0.00005643252,0.003003005,0.00008250079,0.00009971375,0.00007748155,0.0001842183,9.100983e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000144129,"about_ca_system_score_gemma":0.00006286243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02100988,"about_ca_topic_score_gemma":0.1283997,"domain_scores_codex":[0.9982628,0.0005120109,0.0004511276,0.0002211374,0.0002023919,0.0003505937],"domain_scores_gemma":[0.9991863,0.0003707598,0.0002845202,0.00005638272,0.0000329236,0.00006909424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001052967,0.00007409736,0.9717869,0.00001258351,0.00006923856,0.000001618218,0.001117391,0.0001919335,0.0004756979,0.00003260148,0.00007503728,0.02615235],"study_design_scores_gemma":[0.0002026338,0.000143922,0.9901817,0.0001127137,0.00001824863,7.680854e-8,0.001360307,0.005630672,0.0002854968,0.001989465,0.000006311117,0.00006838481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973729,0.000473427,0.00009306398,0.001406444,0.0001322716,0.0002187968,0.0002756251,0.00001364414,0.00001382359],"genre_scores_gemma":[0.9989365,0.0005281333,0.0004295652,0.00003926654,0.00001050432,0.00002467751,0.0000153063,0.00000105854,0.00001497588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073899,"threshold_uncertainty_score":0.9855093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699768263337424,"score_gpt":0.2881839915154124,"score_spread":0.2511863088820382,"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."}}