{"id":"W2940423377","doi":"10.1007/s10661-019-7386-3","title":"Theoretical environmental risk assessment of ten used pharmaceuticals in Belo Horizonte, Brazil","year":2019,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Public Health Agency of Canada","keywords":"Hazard quotient; Environmental science; Environmental monitoring; Risk assessment; Environmental impact assessment; Aquatic environment; Ecotoxicology; Environmental protection; Environmental health; Risk analysis (engineering); Environmental engineering; Environmental planning; Health risk; Toxicology; Business; Ecology; Biology; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004559007,0.0003522381,0.0002468007,0.0007677795,0.0006024181,0.001460968,0.0006433771,0.0006338596,0.002799904],"category_scores_gemma":[0.001463414,0.0002117165,0.0006000904,0.0004258113,0.0006306689,0.0004462903,0.0007723552,0.0002990567,0.0001051996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00368711,"about_ca_system_score_gemma":0.00236354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1021217,"about_ca_topic_score_gemma":0.1057346,"domain_scores_codex":[0.9997501,0.00008875388,0.000007486499,0.00002865899,0.00006057022,0.00006450009],"domain_scores_gemma":[0.9996244,0.0002313526,0.00003587226,0.00001496982,0.0000745775,0.00001877414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004436561,0.00007160037,0.01169349,0.0000920353,0.00004038756,0.0006560542,0.0002792763,0.8086922,0.001491611,0.1651349,0.0005208571,0.01128321],"study_design_scores_gemma":[0.00002651235,0.0001136177,0.009526825,0.00008611099,0.00009301038,0.000245682,0.001333674,0.9341148,0.0009782731,0.04863158,0.004825778,0.00002397829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8354641,0.0008213402,0.03213423,0.00132953,0.00001607087,0.00009430138,0.0004986349,0.00003764962,0.1296043],"genre_scores_gemma":[0.9959077,0.0001670625,0.001414893,0.00001754473,0.000001735683,0.0000156453,0.00004132591,0.000003279771,0.00243079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021217,"threshold_uncertainty_score":0.2030545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248959752074221,"score_gpt":0.3276298403385962,"score_spread":0.315140242817854,"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."}}