{"id":"W4409799919","doi":"10.11159/iceptp25.158","title":"Antibiotics and Resistant Bacteria in Hospital Wastewater: A Review ofTheir Presence and Implemented Removal Measures","year":2025,"lang":"en","type":"review","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wastewater; Bacteria; Antibiotics; Waste management; Environmental science; Medicine; Intensive care medicine; Computer science; Microbiology; Biology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001506725,0.001119921,0.001660483,0.006469252,0.0003998602,0.001876938,0.0008732005,0.001154506,0.002420594],"category_scores_gemma":[0.001673247,0.000427862,0.001227187,0.007254225,0.0007165946,0.001995911,0.0006157121,0.000883367,0.0005926422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009718784,"about_ca_system_score_gemma":0.003339069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003705897,"about_ca_topic_score_gemma":0.004676133,"domain_scores_codex":[0.9986612,0.0002128385,0.0004022002,0.0001759853,0.0004809368,0.00006685608],"domain_scores_gemma":[0.9977244,0.001211015,0.0004589916,0.00004858797,0.0004915998,0.00006554064],"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":[0.0001213955,0.0001577729,0.0011555,0.137894,0.0002467083,0.0003277259,0.0003723334,0.0004287595,0.00315452,0.001887673,0.009952561,0.844301],"study_design_scores_gemma":[0.00002660437,0.0005829048,0.01069378,0.05908633,0.001217779,0.004303744,0.0007660795,0.0002693869,0.002893123,0.001178019,0.9188955,0.00008668107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003351222,0.9987691,0.00009868749,0.0001563171,0.00008452241,0.000007542385,0.00002807451,0.000003757764,0.0005169036],"genre_scores_gemma":[0.001231473,0.9982109,0.0001959471,0.0000992802,0.00007554748,0.000007024451,0.00003749664,0.000001262859,0.0001410242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006469252,"threshold_uncertainty_score":0.008097708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189257801144358,"score_gpt":0.2544118817162979,"score_spread":0.2425193037048543,"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."}}