{"id":"W3019512690","doi":"10.2196/17009","title":"Antimicrobial Resistance of Neisseria Gonorrhoeae in a Newly Implemented Surveillance Program in Uganda: Surveillance Report","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Johns Hopkins University; National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention; National Institutes of Health; World Health Organization","keywords":"Etest; Gonorrhea; Neisseria gonorrhoeae; Ciprofloxacin; Antibiotic resistance; Azithromycin; Medicine; Drug resistance; Urethritis; Antimicrobial; Microbiology; Internal medicine; Antibiotics; Virology; Biology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003386277,0.0003505974,0.001077124,0.000370303,0.0001634071,0.00005822659,0.0003617878,0.0002417407,0.00009006944],"category_scores_gemma":[0.001984996,0.000352845,0.00009051316,0.002010169,0.0003781948,0.0002526436,0.0001671794,0.0007803541,0.00002284565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960324,"about_ca_system_score_gemma":0.00132757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189,"about_ca_topic_score_gemma":0.009974076,"domain_scores_codex":[0.9945059,0.001451852,0.001501643,0.001131456,0.00008828758,0.001320897],"domain_scores_gemma":[0.9978311,0.0003657365,0.0005502474,0.0006578738,0.0003494257,0.0002456394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006049222,0.00045992,0.9773827,0.0004801349,0.00004040319,0.00002257563,0.0007755919,0.000005948123,0.006037463,0.0001114909,0.003366184,0.01071272],"study_design_scores_gemma":[0.002509468,0.0003514297,0.8102424,0.000028744,1.897961e-7,0.00008689271,0.0002111298,0.00002009313,0.00009154338,0.00001177839,0.1861581,0.0002882293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731089,0.003631348,0.00007498438,0.01971318,0.0003010205,0.002141595,0.0001417053,0.0001564116,0.0007308657],"genre_scores_gemma":[0.9975671,0.0008424826,0.0001840972,0.0004179305,0.00006316597,0.0002728956,0.0003783972,0.00003731906,0.0002366271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1827919,"threshold_uncertainty_score":0.9998924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640521714237863,"score_gpt":0.3451672460941956,"score_spread":0.3087620289518169,"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."}}