{"id":"W2134955426","doi":"10.1136/sti.2003.007534","title":"Low prevalence of cervical infections in women with vaginal discharge in west Africa: implications for syndromic management","year":2004,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Vaginal discharge; Chlamydia trachomatis; Group B; Chlamydia; Gynecology; Obstetrics; Metronidazole; Internal medicine; Antibiotics; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008967065,0.0003058676,0.0003029642,0.0006709117,0.0003459956,0.0006068728,0.0003780493,0.0004522803,0.0009285653],"category_scores_gemma":[0.004603277,0.00020593,0.0001134715,0.0005809923,0.000335965,0.0005949856,0.0004226426,0.0002482344,0.0001034129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000324447,"about_ca_system_score_gemma":0.0003789107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004600436,"about_ca_topic_score_gemma":0.00496455,"domain_scores_codex":[0.9992496,0.0003804538,0.00007104408,0.00009169715,0.0001142509,0.00009300768],"domain_scores_gemma":[0.9988686,0.0002911663,0.0005372412,0.00003886578,0.0001189265,0.0001450414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007542512,0.00003560575,0.994696,0.00004145149,0.00001093954,0.00006207894,0.0001899233,0.00002469935,0.000416583,0.000008226252,0.00006091272,0.004378104],"study_design_scores_gemma":[0.00001314787,0.0002037808,0.9981993,0.0000428973,0.000009799014,0.0003749414,0.0006200064,0.0002431399,0.0001145508,0.00001772197,0.0001576954,0.000003070992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990568,0.0004167292,0.00008050408,0.0001293864,0.000004218546,0.00002122458,0.000115539,0.000003102165,0.000172606],"genre_scores_gemma":[0.9993685,0.0001888793,0.0002972838,0.00002415003,0.000005940209,0.00001474795,0.00006256231,5.535265e-7,0.00003726753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004600436,"threshold_uncertainty_score":0.009147286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364962456447671,"score_gpt":0.2751946584336656,"score_spread":0.2615450338691889,"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."}}