{"id":"W1596318912","doi":"10.1089/1096620041224166","title":"Nucleic Acid-Based Diagnosis of Bacterial Vaginosis and Improved Management Using Probiotic Lactobacilli","year":2004,"lang":"en","type":"article","venue":"Journal of Medicinal Food","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Bacterial vaginosis; Microbiology; Gram staining; Lactobacillus; Gardnerella vaginalis; Lactobacillus fermentum; Lactobacillus crispatus; Biology; Probiotic; Bacteroides; Medicine; Antibiotics; Bacteria; Lactic acid","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008735342,0.0003950802,0.0006162158,0.001340948,0.0001764331,0.000260923,0.0002712086,0.0004450956,0.0007387538],"category_scores_gemma":[0.002195766,0.0001296013,0.0002046983,0.0004540689,0.0002524425,0.0003917395,0.0002546837,0.000417062,0.0001210748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111629,"about_ca_system_score_gemma":0.0002477825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125749,"about_ca_topic_score_gemma":0.001252596,"domain_scores_codex":[0.9994088,0.0002834563,0.00004587887,0.00007643208,0.0001531581,0.00003217216],"domain_scores_gemma":[0.9997403,0.00009336598,0.00005352928,0.00001014656,0.00005744606,0.00004518713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005441166,0.001660356,0.1060281,0.002052815,0.0001808704,0.001515076,0.000515888,0.001122712,0.1183789,0.0003894165,0.001282333,0.7614323],"study_design_scores_gemma":[0.00198989,0.04035373,0.8278136,0.00248624,0.001009986,0.01186736,0.001147409,0.008963205,0.06913999,0.001161639,0.03387185,0.0001951468],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913332,0.09103683,0.008747648,0.002278958,0.000294337,0.0003283473,0.0001946291,0.0001891366,0.005596774],"genre_scores_gemma":[0.9577892,0.02213164,0.01750721,0.0006892898,0.0002237442,0.0001397242,0.0002553086,0.00001562996,0.001248147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001340948,"threshold_uncertainty_score":0.004619777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476488415978326,"score_gpt":0.2796996445219196,"score_spread":0.2549347603621364,"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."}}