{"id":"W4410500800","doi":"10.3390/tropicalmed10050139","title":"Mycoplasma genitalium Infections and Associated Antimicrobial Resistance in Canada, 1980–2023","year":2025,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Infectious Diseases; Manitoba Health; Public Health Agency of Canada; Nine Circles Community Health Centre; Health Sciences Centre; University of Alberta; University of Saskatchewan; Saskatchewan Disease Control Laboratory; University of Manitoba","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Mycoplasma genitalium; Medicine; Chlamydia trachomatis; Neisseria gonorrhoeae; Antibiotic resistance; Epidemiology; Internal medicine; Chlamydia; Gynecology; Antibiotics; Microbiology; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473678,0.0001762956,0.0003222771,0.0003299656,0.0002664879,0.00001687917,0.00006421378,0.0001054854,0.000178071],"category_scores_gemma":[0.001715391,0.0001545316,0.00003061356,0.0005743681,0.0004395529,0.00008925166,0.00007385543,0.0004720376,0.00001514072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525783,"about_ca_system_score_gemma":0.0006863399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3691579,"about_ca_topic_score_gemma":0.7885063,"domain_scores_codex":[0.9985502,0.0003122008,0.0003097518,0.0004186774,0.00005569493,0.0003534357],"domain_scores_gemma":[0.9991351,0.0003848826,0.00005153365,0.0002237816,0.0001126382,0.00009200121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131049,0.0002507122,0.977128,0.00008743818,0.0001268961,0.00002901694,0.00006652647,0.000003978052,0.002943409,0.002965385,0.0154764,0.0007911483],"study_design_scores_gemma":[0.00227141,0.0001204475,0.9821107,0.0001465212,0.00007784508,0.00001901736,0.00006659357,0.000008169403,0.0001540916,0.0007892362,0.01408988,0.0001460961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865645,0.002466089,0.0000507792,0.003661761,0.0006709144,0.0003376797,0.0000355179,0.00004666458,0.006166087],"genre_scores_gemma":[0.9961205,0.0003976533,0.000002350606,0.0004339548,0.00004379396,0.00005107839,0.00003517671,0.000009083536,0.002906395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4193485,"threshold_uncertainty_score":0.635043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009540262079816838,"score_gpt":0.2623841406602674,"score_spread":0.2528438785804506,"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."}}