{"id":"W2047346644","doi":"10.1016/j.clp.2005.05.007","title":"Bacterial Vaginosis in Pregnancy: Diagnosis, Screening, and Management","year":2005,"lang":"en","type":"review","venue":"Clinics in Perinatology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Bacterial vaginosis; Endometritis; Chorioamnionitis; Premature rupture of membranes; Pelvic inflammatory disease; Obstetrics; Pregnancy; Vaginitis; Subclinical infection; Gynecology; Rupture of membranes; Abortion; Internal medicine; Fetus","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":[0.0007876625,0.0004624059,0.001938194,0.001126464,0.00008329452,0.00002320837,0.0004870609,0.001242717,0.0007087121],"category_scores_gemma":[0.0003634943,0.0004454707,0.0002233183,0.0004991809,0.0005448757,0.00009240584,0.0005981443,0.001745165,0.0003437652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795834,"about_ca_system_score_gemma":0.0001197392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004871787,"about_ca_topic_score_gemma":0.000181006,"domain_scores_codex":[0.9957355,0.001175857,0.001170197,0.001188183,0.00004368418,0.0006865312],"domain_scores_gemma":[0.997913,0.0009729399,0.0002763653,0.0007632583,0.00004388545,0.00003053619],"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":[0.00002554955,0.0004110014,0.005196024,0.003158917,0.0002416064,0.0001201228,0.00005464185,4.658006e-7,1.816682e-7,0.001801659,0.000209559,0.9887803],"study_design_scores_gemma":[0.001000034,0.0001346635,0.0023131,0.005278002,0.0001259445,0.0002784306,0.00001820853,2.864982e-7,0.00000236264,0.0001229506,0.9903718,0.000354212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001831191,0.9936903,0.000004837461,0.0000893903,0.0014354,0.001559589,0.00003586809,0.00004229083,0.00131117],"genre_scores_gemma":[0.0005880037,0.9960921,0.0002123224,0.00001618487,0.00006244409,0.001947182,0.0001458647,0.0000541929,0.000881744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901623,"threshold_uncertainty_score":0.9997997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0873847462042702,"score_gpt":0.419747446262597,"score_spread":0.3323627000583268,"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."}}