{"id":"W2054075320","doi":"10.1097/olq.0b013e3181bd1007","title":"Etiology and Determinants of Sexually Transmitted Infections in Karnataka State, South India","year":2010,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Manitoba; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Bacterial vaginosis; Syphilis; Chlamydia trachomatis; Chlamydia; Vaginal discharge; Etiology; Sex organ; Treponema; Neisseria gonorrhoeae; Trichomonas vaginalis; Genital ulcer; Sexually transmitted disease; Serology; Obstetrics; Gynecology; Internal medicine; Immunology; Human immunodeficiency virus (HIV); Microbiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003866326,0.0003449472,0.0005834305,0.0008104158,0.0002008812,0.00002498078,0.0002993167,0.0003814982,0.0005080485],"category_scores_gemma":[0.0004919985,0.0003257194,0.0001032762,0.0006931131,0.001138644,0.0002752203,0.0000467231,0.001036159,0.00006579532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002386816,"about_ca_system_score_gemma":0.0003948667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004881306,"about_ca_topic_score_gemma":0.001404035,"domain_scores_codex":[0.9973385,0.0004746414,0.0006837363,0.0007458833,0.0001021869,0.0006550231],"domain_scores_gemma":[0.998308,0.0006409293,0.0001542921,0.0005631568,0.0002239147,0.0001096968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003958238,0.001333797,0.7533798,0.0001290077,0.0001878509,0.00002624352,0.001971129,0.00001515482,0.221785,0.0001841017,0.00004731829,0.02054483],"study_design_scores_gemma":[0.002918022,0.0006659856,0.978982,0.00003003987,0.00008927567,0.0001417027,0.0004385729,0.000008563202,0.01457886,0.0007850538,0.00100527,0.000356596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966136,0.0008374526,0.000158266,0.00009506218,0.0005535861,0.000721522,0.0005782877,0.0001346105,0.0003076183],"genre_scores_gemma":[0.9990312,0.0001218721,0.00006906739,0.0000496685,0.00003261363,0.0001264644,0.0001514838,0.00004372826,0.0003738532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256023,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096855774526242,"score_gpt":0.2810645516760379,"score_spread":0.2700959939307755,"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."}}