{"id":"W4392752318","doi":"10.1016/j.xinn.2024.100612","title":"Emerging contaminants: A One Health perspective","year":2024,"lang":"en","type":"review","venue":"The Innovation","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":501,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta; The Scarborough Hospital; University of Waterloo; University of Toronto","funders":"National Institute of Environmental Health Sciences; Youth Innovation Promotion Association; Fundação para a Ciência e a Tecnologia; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Ministério da Ciência, Tecnologia e Ensino Superior; International Atomic Energy Agency; Chinese Academy of Sciences; Ministry of Agriculture, Food and Rural Affairs; Institute of Soil Science, Chinese Academy of Sciences; National Natural Science Foundation of China; National Institutes of Health; Canada Research Chairs; Innovationsfonden; National Key Research and Development Program of China; Michigan State University; Alexander von Humboldt-Stiftung","keywords":"Perspective (graphical); Contamination; Environmental health; Environmental ethics; Environmental science; Environmental planning; Medicine; Computer science; Biology; Philosophy; Ecology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001737538,0.0001902817,0.0005361566,0.0001060935,0.0002502476,0.00003549393,0.0002197247,0.0001010924,0.0003487491],"category_scores_gemma":[0.0001220432,0.0001185239,0.00006506913,0.00187713,0.00009847817,0.0001084995,0.0001385885,0.0005141846,0.001932578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508155,"about_ca_system_score_gemma":0.000208268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445703,"about_ca_topic_score_gemma":0.0001212593,"domain_scores_codex":[0.9983369,0.0002036396,0.000602275,0.0002764118,0.0002909707,0.0002898301],"domain_scores_gemma":[0.9991835,0.00006444327,0.0004177339,0.0002768768,0.0000182937,0.0000391032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000125223,0.00001863245,3.405799e-7,0.002573038,0.00002195496,7.208266e-7,0.0015163,4.777377e-7,8.067444e-8,0.0400131,0.02106194,0.9347922],"study_design_scores_gemma":[0.00003106817,0.00005110283,0.00002778742,0.0039034,0.00007882848,0.000008045201,0.0003064021,0.00001698561,1.289599e-7,0.00365233,0.9918009,0.0001230157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004721557,0.9770604,0.0003827603,0.01720615,0.0002602613,0.0008134636,0.00002073415,0.00006431436,0.004187186],"genre_scores_gemma":[0.00002404333,0.9947225,0.0001468243,0.003445897,0.000181135,0.00005179277,0.00003706101,0.00002723059,0.001363491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9707389,"threshold_uncertainty_score":0.9988445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701123911825226,"score_gpt":0.4515810946266859,"score_spread":0.2814687034441633,"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."}}