{"id":"W2093964553","doi":"10.1097/01.olq.0000091142.68884.2a","title":"Prevalence of Chlamydia trachomatis Infections and Specimen Collection Preference Among Women, Using Self-Collected Vaginal Swabs in Community Settings","year":2003,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Chlamydia trachomatis; Medicine; Gynecology; Chlamydia; Obstetrics; Vaginal infections; Vagina; Immunology; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005940939,0.0002489126,0.00035931,0.0005618564,0.0005604058,0.00003316964,0.0001711559,0.0001936382,0.0005344921],"category_scores_gemma":[0.0006071931,0.0002601238,0.00005211971,0.001249677,0.0005105472,0.0003811936,0.0000299507,0.0007540744,0.000008024237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503727,"about_ca_system_score_gemma":0.0003803509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009459633,"about_ca_topic_score_gemma":0.0002448995,"domain_scores_codex":[0.9966911,0.001842262,0.0004750832,0.0004136274,0.0001015233,0.0004764043],"domain_scores_gemma":[0.9985161,0.0006005445,0.0001511783,0.0004113605,0.0002465153,0.00007429768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717498,0.002723403,0.918663,0.0006201675,0.0002735744,0.00000289081,0.006192684,0.0001140007,0.07052986,0.0000947245,0.00006518979,0.0005488122],"study_design_scores_gemma":[0.001699834,0.0004147613,0.9837506,0.0001049304,0.0001115791,0.0000552508,0.001182609,0.0000427355,0.01190658,0.0004147112,0.00007788612,0.0002385621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965523,0.001083586,0.0002903765,0.00001378264,0.0001302713,0.0008519665,0.0001035599,0.0001270669,0.0008470704],"genre_scores_gemma":[0.9988606,0.0002125628,0.0001859808,0.00001072476,0.000008710877,0.0001610712,0.00002379845,0.0000232589,0.000513272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06508762,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818292594180922,"score_gpt":0.2648960234457509,"score_spread":0.2467130975039417,"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."}}