{"id":"W2075346385","doi":"10.1016/j.diagmicrobio.2012.07.003","title":"Characterization of Escherichia coli urinary tract infection isolates in remote northern Saskatchewan communities: the Northern Antibiotic Resistance Partnership","year":2012,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health; Saskatchewan Disease Control Laboratory; University of Manitoba; Canadian Science Centre for Human and Animal Health","funders":"Canadian Institutes of Health Research","keywords":"Pulsed-field gel electrophoresis; Multilocus sequence typing; Escherichia coli; Microbiology; Antibiotic resistance; Biology; Plasmid; Typing; Ampicillin; Population; Sulfamethoxazole; Trimethoprim; Antimicrobial; Antibiotics; Genetics; Genotype; Medicine; Gene; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009038894,0.0003826925,0.0003668896,0.002247408,0.002103903,0.001526243,0.0006310118,0.0005065072,0.001294436],"category_scores_gemma":[0.002136519,0.0003953513,0.0002530589,0.003620526,0.0007505059,0.0004531166,0.001539245,0.0004517953,0.0003992194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00287417,"about_ca_system_score_gemma":0.006523513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6123098,"about_ca_topic_score_gemma":0.8133326,"domain_scores_codex":[0.9989015,0.0001882337,0.0001275508,0.0001777717,0.0003459584,0.0002590718],"domain_scores_gemma":[0.9979448,0.0002774721,0.0002934765,0.00009240787,0.001018855,0.0003731051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397311,0.00008484776,0.9670875,0.00004866281,0.00004839559,0.0006249564,0.003136139,0.0001334532,0.02137596,0.00007393971,0.0002540935,0.006992332],"study_design_scores_gemma":[0.00000456712,0.00005929921,0.9908671,0.00002481454,0.00002164664,0.0004061694,0.006326788,0.0001292487,0.001284113,0.00002505739,0.0008417101,0.000009417441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978423,0.0001281926,0.0001610026,0.00007056763,0.000004060956,0.00003674554,0.0004814245,0.000003500636,0.001272251],"genre_scores_gemma":[0.9962649,0.0004175115,0.0005147876,0.0002206472,0.000006260153,0.00005044627,0.0009312268,0.000008239086,0.001586025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3876902,"threshold_uncertainty_score":0.7799467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007210995283705954,"score_gpt":0.2237610462978097,"score_spread":0.2165500510141037,"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."}}