{"id":"W7133041831","doi":"","title":"Isolation of Carbapenemase Producing Enterobacteriaceae in the Greater Toronto Area's Sewage Treatment Plants and Surface Waters, and their Comparison to Clinical CPE from Toronto","year":2016,"lang":"","type":"dissertation","venue":"TSpace","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Klebsiella oxytoca; Sewage; Enterobacter cloacae; Enterobacteriaceae; Isolation (microbiology); Sewage treatment; Plasmid; Enterobacter","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001456424,0.0002367513,0.0001614999,0.001301351,0.001336065,0.0007136161,0.0002433447,0.0002547369,0.001514825],"category_scores_gemma":[0.0006481271,0.0002913178,0.0001866697,0.001732422,0.00072158,0.0002177698,0.0005293874,0.000230034,0.000193769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514823,"about_ca_system_score_gemma":0.00424421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.770503,"about_ca_topic_score_gemma":0.9054788,"domain_scores_codex":[0.9996694,0.0000209143,0.00002722003,0.00006801683,0.0001274411,0.00008712105],"domain_scores_gemma":[0.9996413,0.0000388859,0.00008423941,0.00001071914,0.0001114691,0.0001134429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001298075,0.0000384537,0.9572701,0.0002019556,0.00003229427,0.0008673021,0.006456962,0.0001431367,0.02436087,0.00005688462,0.0005954323,0.009846695],"study_design_scores_gemma":[0.000002228383,0.00003837556,0.9968238,0.00001208592,0.000006947561,0.0001695743,0.001682631,0.0000581999,0.0006481524,0.00000525573,0.0005494708,0.000003203453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983135,0.0004200091,0.00004805168,0.00006703458,0.000002502315,0.00001295325,0.0004083028,0.000002414095,0.0007251371],"genre_scores_gemma":[0.9962158,0.001117784,0.0002268136,0.00005308034,0.000007337969,0.00001242795,0.0008288432,0.000002806488,0.001535115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229497,"threshold_uncertainty_score":0.4616971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715646397689549,"score_gpt":0.3596754065482505,"score_spread":0.322518942571355,"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."}}