{"id":"W2019488331","doi":"10.1128/aem.03738-14","title":"Pathogenic Potential, Genetic Diversity, and Population Structure of Escherichia coli Strains Isolated from a Forest-Dominated Watershed (Comox Lake) in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Biology; Escherichia coli; Microbiology; Genetic diversity; Shiga toxin; Enterotoxin; Population; Virulence; Genotype; Gene; Genetics","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":[0.0002062934,0.0003308115,0.0002719404,0.001853093,0.001998738,0.001001626,0.0006293512,0.0003072509,0.0009637006],"category_scores_gemma":[0.0006085163,0.000251442,0.0001431034,0.00274322,0.0006150338,0.0001998583,0.0004790534,0.0002640278,0.0001784919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006378851,"about_ca_system_score_gemma":0.004704348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9653074,"about_ca_topic_score_gemma":0.9831179,"domain_scores_codex":[0.9995448,0.00002652265,0.00002792665,0.0001032007,0.0001536312,0.000143942],"domain_scores_gemma":[0.9993278,0.00003621983,0.0001010506,0.00001604623,0.0003109361,0.0002080467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005734512,0.00004825555,0.9924152,0.00001924336,0.0000197945,0.0002212523,0.0009919684,0.00006501556,0.002653487,0.00001812836,0.0001793464,0.003310889],"study_design_scores_gemma":[0.000001690646,0.000018514,0.9981029,0.000006533098,0.000004928286,0.00008190289,0.001402524,0.0001080949,0.00009206588,0.000003486915,0.0001735717,0.000003733122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991341,0.00008856294,0.00003614608,0.00001545049,0.000001157095,0.00001797965,0.000334219,0.000002402287,0.0003699506],"genre_scores_gemma":[0.9986627,0.0001478147,0.0001290992,0.00002838308,0.000001583579,0.000009973714,0.0005019984,0.000001166281,0.0005172805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03469265,"threshold_uncertainty_score":0.06979388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00235186732429183,"score_gpt":0.1555751618815872,"score_spread":0.1532232945572954,"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."}}