{"id":"W4416178441","doi":"10.1371/journal.pone.0336687","title":"Aflatoxin contamination of maize flour in Kenya: Results from multi-city, multi-round surveillance","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Aflatoxin; Food safety; Contamination; Wheat flour; Food contaminant; Psychological intervention; Risk assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007620092,0.0004417697,0.0001933885,0.0007639217,0.0008318448,0.0005102752,0.0003370105,0.0004885943,0.0005022055],"category_scores_gemma":[0.0008719363,0.0002966198,0.0002350069,0.0008650247,0.000418814,0.0003371355,0.000803567,0.000282819,0.0001460955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007568633,"about_ca_system_score_gemma":0.0005918886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04262362,"about_ca_topic_score_gemma":0.0844899,"domain_scores_codex":[0.9994979,0.000142656,0.00005502538,0.00009212389,0.0001156752,0.00009656416],"domain_scores_gemma":[0.9992751,0.00007432103,0.0003478534,0.00003713014,0.0001727638,0.00009281246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001263944,0.00006313742,0.9891716,0.00007925818,0.00005217316,0.0002418918,0.001071982,0.00006678594,0.005340637,0.00001840181,0.0002010357,0.003566783],"study_design_scores_gemma":[0.000005072391,0.000115713,0.9978964,0.00001536517,0.000023976,0.0002112232,0.0008440911,0.00009164427,0.0004363306,0.000005426841,0.00034877,0.000005925404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998546,0.0001716678,0.0001255121,0.00002750186,0.000001654374,0.00005811633,0.000780549,0.000004003656,0.0002849944],"genre_scores_gemma":[0.9981375,0.00029831,0.0005446823,0.0000357909,0.000002680644,0.00004923958,0.0007126419,0.000002370683,0.000216617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04262362,"threshold_uncertainty_score":0.08475107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05783112203903084,"score_gpt":0.236142772465542,"score_spread":0.1783116504265111,"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."}}