{"id":"W2954142718","doi":"10.1016/j.watres.2019.07.004","title":"Lateral flow sand filters are effective for removal of antibiotic resistance genes from domestic wastewater","year":2019,"lang":"en","type":"article","venue":"Water Research","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Acadia University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Effluent; Septic tank; Tetracycline; 16S ribosomal RNA; Wastewater; Microbiology; Biology; Bacteria; Environmental science; Environmental engineering; Antibiotics; Genetics","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":[0.0001937546,0.0003166433,0.0003529914,0.0002840824,0.0002939687,0.0007941255,0.0002294916,0.0003810252,0.001479361],"category_scores_gemma":[0.0002815392,0.0001470371,0.0003601625,0.000185102,0.000264904,0.0003048341,0.0002115904,0.0002174946,0.0004498601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000495213,"about_ca_system_score_gemma":0.0003906044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002341271,"about_ca_topic_score_gemma":0.004738059,"domain_scores_codex":[0.999661,0.00005759927,0.00001941412,0.00004476587,0.0001608392,0.0000563617],"domain_scores_gemma":[0.9996821,0.00008205986,0.0001064766,0.00001970327,0.00006427906,0.00004556504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002543103,0.0001026891,0.001137398,0.0001073491,0.00001702823,0.00003464198,0.00002437879,0.000121119,0.9873704,0.00006001103,0.0002030035,0.01056762],"study_design_scores_gemma":[0.00001413981,0.0004923032,0.006951536,0.000009377442,0.00003571041,0.0001252824,0.00007720765,0.0008740955,0.9883858,0.00003572118,0.002988313,0.00001045071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914346,0.001520347,0.004529989,0.0001301678,0.00007449958,0.00002617446,0.0001370487,0.0001862254,0.001961113],"genre_scores_gemma":[0.9890469,0.0008301065,0.003633756,0.00007944788,0.0000202141,0.00001345545,0.0002036997,0.00002028435,0.006152156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002341271,"threshold_uncertainty_score":0.004948914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681785219090277,"score_gpt":0.3305146500789073,"score_spread":0.2936967978880046,"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."}}