{"id":"W1990980763","doi":"10.1086/432123","title":"Epidemiologic versus Genetic Relatedness to Define an Outbreak-Associated Uropathogenic Escherichia coli Group","year":2005,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Vaccine Research Center; U.S. Department of Veterans Affairs","keywords":"Escherichia coli; Outbreak; Medicine; Microbiology; Enterobacteriaceae; Genetics; Virology; Biology; Gene","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":[0.002188758,0.0004128172,0.0006538,0.0009379212,0.001109396,0.0008329386,0.0009926599,0.005629424,0.002132012],"category_scores_gemma":[0.008134337,0.0002395676,0.0003666469,0.0005748319,0.001570374,0.001081889,0.0009332782,0.005063495,0.0005781887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847291,"about_ca_system_score_gemma":0.0006114495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584724,"about_ca_topic_score_gemma":0.002438265,"domain_scores_codex":[0.9986609,0.0005912901,0.000183602,0.0001142211,0.000192639,0.0002574216],"domain_scores_gemma":[0.9956642,0.001989669,0.0004299507,0.0003341008,0.0008021593,0.000780051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003812328,0.001967813,0.7075755,0.0003569701,0.0001817489,0.05909111,0.004088367,0.0008856209,0.02027129,0.0367613,0.1046029,0.06040518],"study_design_scores_gemma":[0.001120645,0.002697437,0.5628923,0.0006391429,0.0002854693,0.1532375,0.01114546,0.008106869,0.01224821,0.03784097,0.2096227,0.000163463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6633527,0.005231815,0.007000161,0.2816362,0.006802736,0.0002546013,0.0002232881,0.00005682223,0.03544175],"genre_scores_gemma":[0.8925687,0.001698569,0.00281838,0.08484022,0.01427664,0.00006822213,0.0001918446,0.00003298795,0.003504331],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005629424,"threshold_uncertainty_score":0.0115754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05301521087185905,"score_gpt":0.3671213889331599,"score_spread":0.3141061780613009,"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."}}