{"id":"W2019167847","doi":"10.1097/01.olq.0000431356.80840.d4","title":"Neisseria gonorrhoeae Multiantigen Sequence Typing Is Beneficial in Further Characterizing Gonococcal Populations in Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta; Alberta Health; Alberta Health Services","funders":"","keywords":"Cefixime; Neisseria gonorrhoeae; Gonorrhea; Medicine; Azithromycin; Microbiology; Multilocus sequence typing; Men who have sex with men; Typing; Antibiotic resistance; Antimicrobial; Biology; Veterinary medicine; Virology; Cephalosporin; Antibiotics; Genotype; Human immunodeficiency virus (HIV); Syphilis; 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":[0.001082416,0.0003306384,0.0002456194,0.002454033,0.001852249,0.001039137,0.0009779466,0.0002909062,0.00153225],"category_scores_gemma":[0.002377684,0.0002374301,0.0002122623,0.00273859,0.0006137921,0.0003118196,0.0007422985,0.0003909788,0.0001346505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01647243,"about_ca_system_score_gemma":0.03258862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900575,"about_ca_topic_score_gemma":0.9954733,"domain_scores_codex":[0.99867,0.0001174142,0.00006922381,0.0001302397,0.000609139,0.0004040873],"domain_scores_gemma":[0.9968207,0.0002036293,0.0004467712,0.00005945984,0.001941602,0.0005278539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001423161,0.0000386775,0.958019,0.0001299914,0.00003451855,0.0004390428,0.00110567,0.000407659,0.001981781,0.0001776911,0.002205098,0.0353187],"study_design_scores_gemma":[0.000007672362,0.00003426618,0.9945972,0.00007731272,0.00001964649,0.0001816467,0.001458409,0.0002877539,0.0003219997,0.00005083355,0.002953689,0.000009579145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723131,0.004867116,0.001249483,0.001466625,0.00004373998,0.000174658,0.002883742,0.000076572,0.01692498],"genre_scores_gemma":[0.9932429,0.001646319,0.002084739,0.0004173907,0.00001666547,0.00002274044,0.001125225,0.00001282151,0.001431124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647243,"threshold_uncertainty_score":0.1195164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291290235412818,"score_gpt":0.2875996936081581,"score_spread":0.2584706700668764,"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."}}