{"id":"W2009360170","doi":"10.1097/01.olq.0000190057.61633.8d","title":"Women Find It Easy and Prefer to Collect Their Own Vaginal Swabs to Diagnose Chlamydia trachomatis or Neisseria gonorrhoeae Infections","year":2005,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Chlamydia trachomatis; Medicine; Neisseria gonorrhoeae; Gynecology; Asymptomatic; Chlamydia; Urine; Obstetrics; Vagina; Anal sex; Internal medicine; Men who have sex with men; Virology; Syphilis; Surgery; Immunology; Microbiology; Biology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002691187,0.0004358806,0.0004817719,0.00058579,0.0005939674,0.0001352484,0.0003135347,0.0002148567,0.005280221],"category_scores_gemma":[0.0006919681,0.0003531949,0.00009585653,0.001092912,0.0002198935,0.0003954098,0.00007690787,0.0004279854,0.0009275926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261984,"about_ca_system_score_gemma":0.0004059768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187763,"about_ca_topic_score_gemma":0.0008597003,"domain_scores_codex":[0.9972749,0.0003943229,0.0004499484,0.000909253,0.00006373123,0.0009078825],"domain_scores_gemma":[0.9979616,0.0007452539,0.00005857259,0.0006483823,0.0002182938,0.0003678428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007554163,0.01119701,0.1872844,0.0003538634,0.003034465,0.00002800054,0.02655299,0.001217511,0.2830609,0.0003407831,0.05614306,0.4232329],"study_design_scores_gemma":[0.002175476,0.001564631,0.757934,0.00005607558,0.0001112206,0.0001160237,0.00113512,0.000007478962,0.00574251,0.00009929109,0.2304543,0.0006038697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991781,0.001252506,0.0004787325,0.002347846,0.0002983815,0.001678208,0.0006138537,0.0002692318,0.001280274],"genre_scores_gemma":[0.9846856,0.0001824511,0.0001235548,0.0009177277,0.0001705462,0.001425819,0.0001045419,0.00006205578,0.01232771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5706496,"threshold_uncertainty_score":0.999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882708886003828,"score_gpt":0.2860212589266354,"score_spread":0.2671941700665971,"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."}}