{"id":"W252409525","doi":"10.1016/s1701-2163(15)30316-9","title":"Vulvovaginitis: Screening for and Management of Trichomoniasis, Vulvovaginal Candidiasis, and Bacterial Vaginosis","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":186,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation and Economic Development Trois Rivières; Alberta Bible College; Ontario Neurotrauma Foundation","funders":"","keywords":"Bacterial vaginosis; Medicine; Trichomoniasis; Vulvovaginal Candidiasis; Vaginitis; Trichomonas; Obstetrics; Gynecology; Trichomonas vaginalis; Dermatology; Antifungal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005000541,0.0003987053,0.0004546263,0.001078468,0.0009698721,0.0007120143,0.0004608749,0.0009468555,0.002818541],"category_scores_gemma":[0.001775807,0.0002036055,0.0003914096,0.0006384666,0.0002996126,0.0004035852,0.0004798334,0.001076482,0.000293419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008581124,"about_ca_system_score_gemma":0.002597703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631709,"about_ca_topic_score_gemma":0.03121786,"domain_scores_codex":[0.9995143,0.0001097687,0.00005375934,0.00003357545,0.00016657,0.0001220576],"domain_scores_gemma":[0.999691,0.00004313926,0.00006412388,0.0000058711,0.00006173606,0.000134203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003756896,0.0008895075,0.7463274,0.0004800727,0.0001025881,0.0118833,0.0003617711,0.0004441451,0.001816174,0.0005605919,0.0145255,0.2222334],"study_design_scores_gemma":[0.00006453456,0.001024375,0.9457567,0.001242851,0.000125919,0.03425553,0.002269359,0.001021218,0.0006018564,0.000667261,0.01293735,0.00003286435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7717384,0.1030823,0.002261024,0.04940747,0.001482005,0.0006086736,0.0008495532,0.0002093593,0.07036118],"genre_scores_gemma":[0.9688684,0.02075337,0.002570899,0.00339163,0.001211244,0.00008677982,0.0003285312,0.00001110475,0.002778057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631709,"threshold_uncertainty_score":0.03244424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400615248830529,"score_gpt":0.274876942652148,"score_spread":0.2408707901638427,"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."}}