{"id":"W3169817553","doi":"10.1136/bmjopen-2021-050475","title":"Retrospective analysis of infection and antimicrobial resistance patterns of <i>Mycoplasma genitalium</i> among pregnant women in the southwestern USA","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Mycoplasma genitalium; Medicine; Antibiotic resistance; Antimicrobial; Retrospective cohort study; Gynecology; Family medicine; Microbiology; Antibiotics; Internal medicine; Chlamydia trachomatis","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":[0.00141575,0.0001079986,0.0004462859,0.0002584785,0.00008472363,0.00004746299,0.0002244043,0.0001066269,0.0002398377],"category_scores_gemma":[0.000309192,0.00008452985,0.00008503823,0.0009730028,0.0002130061,0.0002045473,0.0002880329,0.0002299124,0.000008755222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008514458,"about_ca_system_score_gemma":0.0001146209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003225891,"about_ca_topic_score_gemma":0.01984897,"domain_scores_codex":[0.9982086,0.0007253275,0.0003783671,0.0003688568,0.00007078834,0.0002480309],"domain_scores_gemma":[0.9988101,0.0001349404,0.0002273497,0.0005830785,0.0002319437,0.0000126244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683001,0.0002379059,0.9097868,0.00006138805,0.0007299249,0.000008833764,0.003312865,0.00002724066,0.08543557,0.00009169106,0.00004545488,0.0000940725],"study_design_scores_gemma":[0.0005956234,0.00008621417,0.9417954,0.00009714575,0.0001183128,0.000030448,0.0005947534,0.000002060936,0.0564514,0.00003825323,0.0001023845,0.00008801492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967316,0.00005922756,0.00003824794,0.00006843264,0.00008424521,0.00133782,0.0001313181,0.000004319874,0.001544838],"genre_scores_gemma":[0.9974753,0.00005494967,0.00001566864,0.00001516148,0.000008770707,0.000247324,0.0000434939,0.000007560777,0.002131788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03200864,"threshold_uncertainty_score":0.9980362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281655160712626,"score_gpt":0.3375391056757375,"score_spread":0.3047225540686112,"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."}}