{"id":"W2186965340","doi":"10.3201/eid1709.102034","title":"Ciprofloxacin-Resistant<i>Shigella sonnei</i>among Men Who Have Sex with Men, Canada, 2010","year":2011,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Saint-Luc","funders":"Université de Montréal","keywords":"Shigella sonnei; Ciprofloxacin; Men who have sex with men; Shigella; Microbiology; Shigellosis; Biology; Medicine; Demography; Virology; Antibiotics; Salmonella; Genetics; Bacteria; Human immunodeficiency virus (HIV); Syphilis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001206367,0.0003227781,0.0002675971,0.00006476776,0.0003917556,0.0000395036,0.0002419518,0.00008244128,0.0001101935],"category_scores_gemma":[0.0001479083,0.0002789351,0.00007752889,0.0001561172,0.0002258539,0.0000121321,0.0002210111,0.0001629835,0.000004921545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008227936,"about_ca_system_score_gemma":0.0005287317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2095096,"about_ca_topic_score_gemma":0.4031941,"domain_scores_codex":[0.9981336,0.0001172025,0.00021517,0.0005535108,0.0003658407,0.0006146968],"domain_scores_gemma":[0.9988484,0.00002588582,0.000112826,0.0005110017,0.0001960541,0.0003057771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000227883,0.0001889059,0.828279,0.00009761278,0.000615734,0.00007580833,0.0003136199,0.0000855984,0.01490219,0.00004340108,0.1547239,0.0004463204],"study_design_scores_gemma":[0.001844738,0.001056102,0.9201926,0.00008808965,0.0002565377,0.000009579564,0.002267701,0.0006157997,0.04109018,0.0000855593,0.03125835,0.001234795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920943,0.00160559,0.0001537849,0.00008888537,0.00007328187,0.0003921388,0.00007900778,0.00006896176,0.105444],"genre_scores_gemma":[0.9821512,0.0002521142,0.00003328509,0.0001634276,0.0002391035,0.0001514894,0.00004514039,0.00005999668,0.0169043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1936845,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00796324466805753,"score_gpt":0.2270327715613277,"score_spread":0.2190695268932702,"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."}}