{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004028016,0.0003245163,0.0007238676,0.001482462,0.0002459606,0.000045759,0.0001458712,0.0004597663,0.0002701336],"category_scores_gemma":[0.009610002,0.0003558125,0.00008156703,0.002110307,0.0003888026,0.0003927593,0.0001327919,0.0006373117,0.00003291101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004733964,"about_ca_system_score_gemma":0.0003002333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601681,"about_ca_topic_score_gemma":0.0004070369,"domain_scores_codex":[0.9969248,0.0006779375,0.0006740107,0.0007395436,0.00009279265,0.000890921],"domain_scores_gemma":[0.9888874,0.01004787,0.0002627662,0.0003601599,0.0003264435,0.0001153877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001438771,0.001927973,0.8833427,0.000137818,0.0003054437,0.00002106718,0.001120415,0.0005194781,0.1064653,0.00001355846,0.0001452452,0.005857109],"study_design_scores_gemma":[0.01140682,0.002005473,0.9769171,0.00007807397,0.0001230596,0.0001437387,0.0005224291,0.003193773,0.002767597,0.0002413234,0.001859272,0.0007413239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933464,0.003957038,0.00003260921,0.00001221598,0.0004552797,0.001297924,0.0001613186,0.0001190031,0.0006181925],"genre_scores_gemma":[0.9965516,0.002819041,0.00003879264,0.00001086484,0.000009904601,0.0001956521,0.0000735795,0.00004104272,0.0002595334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036977,"threshold_uncertainty_score":0.9998894,"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."}}