{"id":"W4246185869","doi":"10.21203/rs.2.10611/v1","title":"Comparative Genomics of Multidrug-Resistant Enterococcus spp. isolated from Wastewater Treatment Plants","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Toronto Metropolitan University; Queen's University; Canadian Food Inspection Agency; Agriculture and Agri-Food Canada","funders":"","keywords":"Enterococcus; Multiple drug resistance; Biology; Wastewater; Genomics; Biotechnology; Microbiology; Genetics; Drug resistance; Environmental science; Genome; Gene; Antibiotics; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001516971,0.0003072588,0.0004145304,0.0005016591,0.0001940788,0.0004421887,0.0002972256,0.0003538526,0.0008291648],"category_scores_gemma":[0.0002704637,0.0001490299,0.0003695338,0.0007523427,0.0001738774,0.0001790558,0.0002664553,0.0005637035,0.0003696111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000358267,"about_ca_system_score_gemma":0.0002516586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659705,"about_ca_topic_score_gemma":0.002177533,"domain_scores_codex":[0.9998554,0.00002145081,0.00001237039,0.00003776904,0.00003999236,0.00003292305],"domain_scores_gemma":[0.9998504,0.00005354017,0.00002769312,0.0000111377,0.00003352904,0.00002370639],"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":[0.0002210988,0.00004649402,0.0005014868,0.00004448319,0.000008166387,0.00006907856,0.0000883797,0.00009193252,0.9970279,0.00005439238,0.00004803275,0.00179857],"study_design_scores_gemma":[0.00005049737,0.0009907532,0.2161982,0.0000448614,0.0001617153,0.001434652,0.0009675029,0.001819221,0.771032,0.0002725081,0.006996091,0.00003211779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936644,0.0004980484,0.00108368,0.0001111716,0.00001476233,0.00002079614,0.00283708,0.00003055826,0.001739472],"genre_scores_gemma":[0.9817017,0.0006337885,0.00327861,0.0001100578,0.00001245067,0.00004009041,0.01033844,0.0000645715,0.003820381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659705,"threshold_uncertainty_score":0.005288422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358877455694766,"score_gpt":0.3614032912996132,"score_spread":0.3078145167426655,"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."}}