{"id":"W4404607978","doi":"10.1016/j.scitotenv.2024.177493","title":"Community-level responses and environmental fate of metformin in freshwater mesocosms","year":2024,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Ministry of the Environment, Conservation and Parks; McMaster University; Environment and Climate Change Canada; University of Manitoba; International Institute for Sustainable Development","funders":"Health Canada","keywords":"Mesocosm; Metformin; Environmental science; Freshwater ecosystem; Effluent; Aquatic ecosystem; Ecosystem; Environmental chemistry; Ecology; Biology; Environmental engineering; Chemistry; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003257366,0.0004901303,0.0008138488,0.000298606,0.0008370062,0.000671537,0.0005656411,0.0007221362,0.000735928],"category_scores_gemma":[0.0004558392,0.0003228798,0.0005294472,0.0003435641,0.0004814007,0.0005860961,0.001062495,0.0009734306,0.0002447456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412198,"about_ca_system_score_gemma":0.00081047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391797,"about_ca_topic_score_gemma":0.02797661,"domain_scores_codex":[0.9993051,0.0000676419,0.00004228685,0.0003875125,0.0001347356,0.00006274489],"domain_scores_gemma":[0.9995517,0.00005588052,0.0001071052,0.00003556344,0.0001415278,0.000108154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00131033,0.0003456477,0.04529684,0.0001346876,0.00005714459,0.000163562,0.0006361148,0.00105081,0.9460917,0.00008139439,0.0002295638,0.004602214],"study_design_scores_gemma":[0.0003031348,0.006997766,0.8591515,0.00004451899,0.000242924,0.0001794336,0.002200064,0.01701594,0.1087215,0.0004889835,0.004539086,0.0001151049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975823,0.00008841029,0.000420792,0.00005442049,0.00001385774,0.00008650727,0.0009545489,0.00001880218,0.0007802907],"genre_scores_gemma":[0.9923831,0.0002246491,0.003420105,0.0002263115,0.00002031732,0.0003936391,0.001545949,0.00001373339,0.001772301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01391797,"threshold_uncertainty_score":0.0276739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04070476639662964,"score_gpt":0.2777357661222298,"score_spread":0.2370309997256002,"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."}}