{"id":"W4226209872","doi":"10.1097/olq.0000000000001493","title":"Frequency and Correlates of Mycoplasma genitalium Antimicrobial Resistance Mutations and Their Association With Treatment Outcomes: Findings From a National Sentinel Surveillance Pilot in England","year":2021,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Mycoplasma genitalium; Medicine; Azithromycin; Odds ratio; Internal medicine; Drug resistance; Confidence interval; Antibiotic resistance; Men who have sex with men; Chlamydia trachomatis; Virology; Microbiology; Antibiotics; Biology; Syphilis; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001180917,0.00021393,0.0004149062,0.0007217898,0.0003529461,0.0006746141,0.0005530635,0.0004584283,0.0008365589],"category_scores_gemma":[0.004934086,0.0003556115,0.0002694334,0.0007041821,0.0005200273,0.0005085063,0.001044419,0.0003235256,0.0001507396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008403735,"about_ca_system_score_gemma":0.0005455662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04512266,"about_ca_topic_score_gemma":0.0410548,"domain_scores_codex":[0.9984033,0.0006182903,0.0002099452,0.0003123852,0.0002277287,0.0002284446],"domain_scores_gemma":[0.9946096,0.001131049,0.002327981,0.0002991509,0.001045186,0.0005870936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003823754,0.00001516579,0.9986696,0.00001470762,0.00001224009,0.00007274536,0.0004426699,0.00001323455,0.0001664969,0.000004010825,0.00006758482,0.0004831924],"study_design_scores_gemma":[0.000004281491,0.00005921434,0.9990702,0.0000101917,0.000007692855,0.0001631471,0.0004978495,0.0000669204,0.00003835212,0.000003319642,0.00007643877,0.000002369653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993047,0.0001299816,0.00004513841,0.00003965916,0.000001504831,0.00001138224,0.0003317664,0.000001396869,0.0001344388],"genre_scores_gemma":[0.9996282,0.00006690684,0.00005424578,0.00002147853,0.000002735437,0.00001274049,0.0001735827,9.559107e-7,0.00003913737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04512266,"threshold_uncertainty_score":0.08972001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201638332129016,"score_gpt":0.2468681679049996,"score_spread":0.2348517845837094,"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."}}