{"id":"W2792848668","doi":"10.3201/eid2404.171873","title":"Cooperative Recognition of Internationally Disseminated Ceftriaxone-Resistant <i>Neisseria</i><i>gonorrhoeae</i> Strain","year":2018,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Public Health Agency of Canada","funders":"National Health and Medical Research Council; NSW Ministry of Health; Public Health Agency; Australian Government; NSW Health Pathology; University of Queensland; South Eastern Sydney Local Health District; Public Health Agency of Canada; World Health Organization","keywords":"Neisseria gonorrhoeae; Ceftriaxone; Multilocus sequence typing; Biology; Typing; Virology; Men who have sex with men; Phylogenetic tree; Microbiology; Antibiotic resistance; Genetics; Genotype; Gene; Antibiotics; 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":[0.0004873145,0.0002138276,0.0002063778,0.0003303514,0.0005812936,0.0006267011,0.0002796849,0.0004341053,0.001259354],"category_scores_gemma":[0.001080478,0.0001019857,0.0002105337,0.0003481089,0.0003153061,0.0003356278,0.0005239095,0.000417551,0.0001278222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340835,"about_ca_system_score_gemma":0.0006195732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021266,"about_ca_topic_score_gemma":0.01135052,"domain_scores_codex":[0.999519,0.00009286522,0.00003769057,0.0001560502,0.0001065404,0.00008789007],"domain_scores_gemma":[0.9991449,0.0001057553,0.000328451,0.0001139978,0.0002113991,0.0000954373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001776071,0.0001152977,0.8645652,0.0001320985,0.0000895176,0.002363693,0.003196497,0.0001299459,0.08371779,0.0004088711,0.0006533065,0.04445012],"study_design_scores_gemma":[0.00002969877,0.0004676612,0.9470612,0.0001199401,0.0001630645,0.009659792,0.007945523,0.0009990598,0.02057476,0.0003461514,0.01259942,0.00003351978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951354,0.0003526775,0.0009165945,0.0001786248,0.00001396939,0.00003089637,0.00006592363,0.00001248046,0.003293462],"genre_scores_gemma":[0.9982548,0.0001384168,0.000994286,0.00009123934,0.00001140233,0.000004268989,0.0001285928,0.000003352587,0.0003735536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021266,"threshold_uncertainty_score":0.02030641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150263903474594,"score_gpt":0.2925871871347885,"score_spread":0.2775607967873291,"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."}}