{"id":"W2131286839","doi":"10.1086/345761","title":"Evaluation of the Bacterial Vaginal Flora of 20 Postmenopausal Women by Direct (Nugent Score) and Molecular (Polymerase Chain Reaction and Denaturing Gradient Gel Electrophoresis) Techniques","year":2002,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lawson Health Research Institute","funders":"","keywords":"Temperature gradient gel electrophoresis; Polymerase chain reaction; Biology; Bacterial vaginosis; Microbiology; Vaginal flora; Lactobacillus; Gel electrophoresis; Bacteria; Lactobacillus crispatus; Primer (cosmetics); Molecular biology; Gene; 16S ribosomal RNA; Genetics; Chemistry","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":[0.001345472,0.0001313268,0.0002370525,0.0001886152,0.0001868598,0.00001421079,0.0001174363,0.00006701318,0.00009284683],"category_scores_gemma":[0.0005542978,0.00008072169,0.00006029346,0.0001843807,0.000339131,0.0001331393,0.00005726392,0.0002801731,7.46509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913898,"about_ca_system_score_gemma":0.00009654108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009636453,"about_ca_topic_score_gemma":0.000007036264,"domain_scores_codex":[0.9979855,0.001146162,0.0003299506,0.0001333562,0.000210322,0.0001946914],"domain_scores_gemma":[0.9987193,0.0001454203,0.0004142601,0.0002204424,0.0004581531,0.00004236054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003834009,0.0004204958,0.006271242,0.00001942817,0.0003845173,0.000001111931,0.0003244357,0.00001360837,0.9837015,0.00001487542,0.0001983359,0.008267047],"study_design_scores_gemma":[0.001073504,0.001594913,0.04438539,0.00006490344,0.0005324654,0.0004961917,0.00009187219,0.00001160624,0.9511036,0.0003550625,0.0001933166,0.0000971675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828457,0.0162805,0.00001368992,0.000142905,0.0002050269,0.000364047,0.00001807718,0.00001144612,0.0001186726],"genre_scores_gemma":[0.9979784,0.001900717,0.000002788868,0.00001420782,0.00004810806,0.00001912618,0.000002529061,0.00001200605,0.00002205085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03811415,"threshold_uncertainty_score":0.3291735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008988724238036738,"score_gpt":0.2445142383841824,"score_spread":0.2355255141461457,"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."}}