{"id":"W3028778593","doi":"10.1093/femspd/ftaa022","title":"Reproductive system infections in women: lower genital tract syndromes","year":2020,"lang":"en","type":"review","venue":"Pathogens and Disease","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vagina; Female reproductive system; Uterus; Etiology; Medicine; Sex organ; Cervix; Vulva; Gynecology; Pregnancy; Vaginitis; Obstetrics; Reproductive system; Amniotic fluid; Physiology; Fetus; Biology; Pathology; Internal medicine; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005394547,0.000491476,0.001363464,0.0004972446,0.00024432,0.00005454797,0.0001789222,0.0003157065,0.0002855001],"category_scores_gemma":[0.001077861,0.0004137499,0.0003823522,0.0006540264,0.0002680173,0.0001499324,0.0001803228,0.0008850884,0.001184025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515916,"about_ca_system_score_gemma":0.0006924066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002919294,"about_ca_topic_score_gemma":0.000001183721,"domain_scores_codex":[0.9965028,0.0009589228,0.0005795247,0.00131933,0.00007011072,0.0005692746],"domain_scores_gemma":[0.9984668,0.0002326723,0.0001838965,0.000772913,0.00009730829,0.000246375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001245834,0.001653854,0.0006687541,0.01450311,0.0007266822,0.001493439,0.0003469523,0.000002266851,0.00007617727,0.000356287,0.0005067068,0.9795412],"study_design_scores_gemma":[0.0003309315,0.0002137698,0.0009368611,0.001314402,0.0004093884,0.001376595,0.0002225528,4.909581e-7,0.000001151274,0.00003720809,0.994705,0.0004516255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00392343,0.9921874,0.00001421867,0.0000682187,0.0008068116,0.001361284,0.0008766114,0.0001460514,0.0006159068],"genre_scores_gemma":[0.02056325,0.9771429,0.000007062894,0.00001080614,0.0001796712,0.001142576,0.0001961058,0.00006914451,0.0006885234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9941983,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228684261522602,"score_gpt":0.3109260088900941,"score_spread":0.2786391662748681,"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."}}