{"id":"W2961354155","doi":"10.1155/2019/8639510","title":"Accuracy of Curable Sexually Transmitted Infections and Genital Mycoplasmas Screening by Multiplex Real-Time PCR Using a Self-Collected Veil among Adult Women in Sub-Saharan Africa","year":2019,"lang":"en","type":"article","venue":"Infectious Diseases in Obstetrics and Gynecology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Mycoplasma genitalium; Trichomonas vaginalis; Chlamydia trachomatis; Sex organ; Medicine; Gynecology; Neisseria gonorrhoeae; Gonorrhea; Chlamydia; Obstetrics; Virology; Immunology; Biology; Human immunodeficiency virus (HIV); Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001463736,0.0005381151,0.000326873,0.0009774975,0.0002660108,0.0007990299,0.0004328724,0.0004587303,0.00052788],"category_scores_gemma":[0.005573939,0.0003685326,0.000216154,0.0004669079,0.0003927785,0.0004015691,0.0003909306,0.0002060227,0.000246608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294861,"about_ca_system_score_gemma":0.00012323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002217542,"about_ca_topic_score_gemma":0.002604536,"domain_scores_codex":[0.9982637,0.0007078002,0.0002093952,0.0003479054,0.0003028066,0.0001683116],"domain_scores_gemma":[0.9982281,0.000647874,0.000572745,0.000171939,0.0002957119,0.00008365233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001766641,0.00005332558,0.988112,0.00004094248,0.00003087552,0.0001074293,0.0006378698,0.0001236804,0.00328328,0.00001391598,0.00008285246,0.007337339],"study_design_scores_gemma":[0.00001860487,0.0006866779,0.9856107,0.00006719312,0.00006430245,0.001425802,0.001735403,0.003600657,0.00566215,0.00003121795,0.001082184,0.00001505271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984906,0.0003302863,0.0004221925,0.00002342519,0.00001565197,0.00002521504,0.0002072196,0.00001839503,0.0004671142],"genre_scores_gemma":[0.9988406,0.00007489621,0.0007610549,0.0000235657,0.000005704547,0.00002055713,0.0001464238,0.000002229546,0.0001250096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002217542,"threshold_uncertainty_score":0.007741094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008301658406620576,"score_gpt":0.2417627520039008,"score_spread":0.2334610935972803,"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."}}