{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001784904,0.00131281,0.002089373,0.003085186,0.0005822565,0.002316922,0.001423533,0.003414805,0.006046949],"category_scores_gemma":[0.002146506,0.0003646966,0.001104989,0.002458874,0.00146852,0.003866624,0.001531986,0.004015265,0.002088106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347038,"about_ca_system_score_gemma":0.004032817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962801,"about_ca_topic_score_gemma":0.003239972,"domain_scores_codex":[0.9991525,0.000240378,0.00009429771,0.0001328313,0.0003007601,0.00007915426],"domain_scores_gemma":[0.9982956,0.001041273,0.000135896,0.00004952796,0.0003848942,0.00009283757],"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":[0.0001396227,0.0001734214,0.0003699162,0.08951855,0.0003508551,0.0005598356,0.000516482,0.0005446495,0.00282949,0.07411406,0.0641996,0.7666835],"study_design_scores_gemma":[0.000007517523,0.0001305605,0.0002984,0.01025844,0.0001384817,0.0005532812,0.0001913136,0.00004879894,0.0002202583,0.008475955,0.979663,0.00001408063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008181151,0.9940954,0.0002289259,0.002337965,0.0006543913,0.000006767729,0.00002426228,0.000006633685,0.002563803],"genre_scores_gemma":[0.001095074,0.9961197,0.0002459091,0.001191532,0.0004426016,0.000009847561,0.00002234436,0.000001963612,0.0008710061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006046949,"threshold_uncertainty_score":0.02022904,"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."}}