{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001227461,0.0001683152,0.000292298,0.000133861,0.0001183752,0.00003142997,0.00004606688,0.00008531582,0.0000572032],"category_scores_gemma":[0.0003302263,0.0001336442,0.00003332494,0.0002575048,0.0001648461,0.0001329662,0.00001178724,0.0001299473,0.000004333026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033705,"about_ca_system_score_gemma":0.0002515354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003445344,"about_ca_topic_score_gemma":0.002563243,"domain_scores_codex":[0.9988252,0.000264813,0.0002533115,0.0003873459,0.00007138302,0.0001979621],"domain_scores_gemma":[0.9983917,0.00107459,0.00008352355,0.0001285109,0.0002950773,0.00002660031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002171614,0.0006304069,0.8576006,0.00003047381,0.000426325,0.000008657313,0.000872327,0.0000141296,0.1400105,0.00008784895,0.00001596764,0.00008561466],"study_design_scores_gemma":[0.003746693,0.0001273674,0.9835951,0.00003533735,0.00004966027,0.00001514111,0.0002320225,0.000005952907,0.01146627,0.0005120049,0.00007206625,0.0001424287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955145,0.002024493,0.00004817513,0.0003844538,0.00007195646,0.0002355946,0.001581483,0.00002919304,0.0001101532],"genre_scores_gemma":[0.9983192,0.0001949196,0.00007169338,0.00002091993,0.0000108966,0.00003685646,0.0008562322,0.00001333112,0.0004759664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285442,"threshold_uncertainty_score":0.5449853,"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."}}