{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004358171,0.0002457514,0.0003370031,0.001009367,0.0002538168,0.00001882267,0.0002348291,0.0001866669,0.0002367766],"category_scores_gemma":[0.00006390871,0.0002337734,0.00006886223,0.001691545,0.0003723001,0.000313204,0.00003582552,0.0005809381,0.00006928749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698598,"about_ca_system_score_gemma":0.0002450414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956731,"about_ca_topic_score_gemma":0.0009018452,"domain_scores_codex":[0.9979681,0.0001539196,0.0005379083,0.000609874,0.00006409878,0.0006661293],"domain_scores_gemma":[0.9989011,0.0002402499,0.00009617624,0.0005306132,0.0001820363,0.00004983534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385159,0.03408236,0.6371223,0.002854104,0.001644892,0.00001425305,0.01016607,0.02362707,0.2138485,0.06203659,0.0001441008,0.0130746],"study_design_scores_gemma":[0.004726849,0.001805642,0.9849401,0.0001803037,0.00006716972,0.0001850942,0.0004015026,0.000003478461,0.002799354,0.003329541,0.001252243,0.0003087305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734542,0.000160601,0.02144376,0.0009339634,0.000181337,0.001913599,0.0001741737,0.0001136476,0.001624734],"genre_scores_gemma":[0.9959945,0.0001735353,0.0003211453,0.00001798827,0.00001531091,0.002918505,0.00004316496,0.00003361568,0.0004822389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3478178,"threshold_uncertainty_score":0.9533005,"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."}}