{"id":"W3000675497","doi":"10.1136/sextrans-2019-054129","title":"Antimicrobial resistance in<i>Mycoplasma genitalium</i>sampled from the British general population","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Economic and Social Research Council; Medical Research Council; National Institute for Health and Care Research; Wellcome Trust; Wellcome","keywords":"Mycoplasma genitalium; Medicine; Azithromycin; 23S ribosomal RNA; Population; Trichomonas vaginalis; Chlamydia trachomatis; Internal medicine; Genotype; Sexual health clinic; Gynecology; Virology; Men who have sex with men; Microbiology; Antibiotics; Genetics; Biology; Gene; Syphilis; Human immunodeficiency virus (HIV); Environmental health","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":[0.0003762258,0.0003211994,0.0003877344,0.0009250133,0.0007214855,0.000588235,0.000527792,0.0005687201,0.001404131],"category_scores_gemma":[0.001989185,0.0003864231,0.0002453536,0.001253709,0.000471724,0.0002596014,0.0006604673,0.0003294522,0.0004128703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009349738,"about_ca_system_score_gemma":0.0005115643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2449168,"about_ca_topic_score_gemma":0.2265926,"domain_scores_codex":[0.9990444,0.0002521581,0.00009586682,0.0002205276,0.0002159115,0.0001711389],"domain_scores_gemma":[0.9992323,0.00007643717,0.0002648056,0.00005342193,0.0001906552,0.0001823089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005221072,0.00004076977,0.9949309,0.00004166982,0.0000299901,0.0001692936,0.0008157019,0.00001847145,0.0007585987,0.00001056365,0.0004148812,0.002716991],"study_design_scores_gemma":[0.000006621326,0.00009648431,0.9985494,0.00001173393,0.00001109138,0.0003914242,0.0004291861,0.00003527629,0.00005330204,0.000005811882,0.000406254,0.000003271872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983954,0.0002685022,0.0000642525,0.00003727608,0.000003914515,0.00003799229,0.0005893164,0.000005275349,0.0005980756],"genre_scores_gemma":[0.9984561,0.0002367025,0.000156261,0.0001590727,0.000007585481,0.00003806953,0.0006054628,0.000003385753,0.0003372817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449168,"threshold_uncertainty_score":0.4869825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180624794527216,"score_gpt":0.2591567343818825,"score_spread":0.2410942549291609,"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."}}