{"id":"W2900322471","doi":"10.1016/bs.amb.2018.09.005","title":"Occurrence, Impact, Analysis and Treatment of Metformin and Guanylurea in Coastal Aquatic Environments of Canada, USA and Europe","year":2018,"lang":"en","type":"review","venue":"Advances in marine biology","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metformin; Pollutant; Environmental chemistry; Environmental science; Chemistry; Biology; Ecology; Biotechnology; Insulin","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":[0.0006162317,0.00056328,0.0008480929,0.003654901,0.0003396371,0.001174681,0.0007103839,0.0006304609,0.001150256],"category_scores_gemma":[0.001140853,0.0001729339,0.000626395,0.005074403,0.0004702974,0.0005250388,0.00049545,0.0005623585,0.0001486595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166922,"about_ca_system_score_gemma":0.01004159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2795688,"about_ca_topic_score_gemma":0.467047,"domain_scores_codex":[0.9995407,0.00002453189,0.00006879516,0.00006339001,0.0002545553,0.00004815358],"domain_scores_gemma":[0.9992688,0.0001727649,0.0002123521,0.00001018872,0.0002870212,0.00004881895],"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":[0.0001174443,0.00005231789,0.008937409,0.03354315,0.0003632004,0.0003454288,0.0003608585,0.0006851478,0.001531863,0.001539095,0.0129001,0.9396239],"study_design_scores_gemma":[0.00001266856,0.0001464492,0.05562827,0.01456487,0.001005531,0.001859204,0.001088849,0.0002305029,0.00142916,0.001037635,0.9229181,0.00007860578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00142692,0.9971937,0.00006470429,0.0002292147,0.00005131957,0.000004385777,0.0002318248,0.000003690878,0.0007942586],"genre_scores_gemma":[0.005085564,0.9940937,0.0001647566,0.00013146,0.00003696738,0.000002261553,0.0001182825,0.000001016084,0.0003660251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7204312,"threshold_uncertainty_score":0.555883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257883615406354,"score_gpt":0.3409546283142715,"score_spread":0.3151662667736361,"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."}}