{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001944776,0.000413831,0.0001999583,0.0008156431,0.00198766,0.0005804506,0.0005072349,0.0002533119,0.001584793],"category_scores_gemma":[0.0006612299,0.0002882215,0.0001981504,0.000676407,0.0006000109,0.0001670919,0.0003139889,0.0003334774,0.0001456401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005924651,"about_ca_system_score_gemma":0.006058274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9509316,"about_ca_topic_score_gemma":0.9789591,"domain_scores_codex":[0.9996784,0.00002047836,0.00001345334,0.00005575914,0.0001189883,0.0001130237],"domain_scores_gemma":[0.9995454,0.00001615239,0.00006498442,0.00001269544,0.0002142997,0.000146494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001082944,0.00005264002,0.9824516,0.00005418848,0.00004027641,0.002191991,0.001376726,0.00008981737,0.004555845,0.00005424412,0.001015397,0.008009044],"study_design_scores_gemma":[0.000009258557,0.0001226931,0.9937177,0.00001903733,0.00003039066,0.001506232,0.001651111,0.0001233029,0.001159747,0.000008979308,0.00163855,0.00001295283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963632,0.000619144,0.0001212324,0.0001660172,0.00001681369,0.00005331154,0.0007334025,0.00001253434,0.001914361],"genre_scores_gemma":[0.9979519,0.0003693501,0.0001147997,0.00008617293,0.0000103525,0.000004727237,0.0003362282,0.000002931714,0.001123681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04906839,"threshold_uncertainty_score":0.09871465,"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."}}