{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002418077,0.0002224745,0.00029392,0.00009097879,0.0009782421,0.000240418,0.0002869832,0.0002557196,0.0007492031],"category_scores_gemma":[0.0003573275,0.0002220708,0.0001305013,0.000986786,0.0002980503,0.000310897,0.00004367658,0.0009241842,0.0004201971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009265994,"about_ca_system_score_gemma":0.0001197333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01745805,"about_ca_topic_score_gemma":0.03332291,"domain_scores_codex":[0.9977327,0.0005641519,0.0004878925,0.0006606997,0.00008452858,0.0004700403],"domain_scores_gemma":[0.9989257,0.0004040418,0.00008430695,0.0003905057,0.0001483827,0.00004709184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003660005,0.0009469801,0.5118152,0.00005789653,0.000554326,0.00003508354,0.00253445,0.0008734293,0.4545121,0.0009418607,0.02231244,0.005050281],"study_design_scores_gemma":[0.004316823,0.0002875679,0.8364321,0.00007553682,0.0001374286,0.0002263414,0.0002405796,0.00008265206,0.008509714,0.001169282,0.147743,0.0007790313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989203,0.000987889,0.002732371,0.003668352,0.0007612405,0.0006856204,0.0003199461,0.0002611654,0.001380444],"genre_scores_gemma":[0.9966962,0.000135572,0.0002676004,0.0007646489,0.0002665015,0.00009078717,0.0008354802,0.00004095767,0.0009022247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4460024,"threshold_uncertainty_score":0.9890848,"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."}}