{"id":"W4366235958","doi":"10.1128/iai.00390-22","title":"<i>Gardnerella</i> Revisited: Species Heterogeneity, Virulence Factors, Mucosal Immune Responses, and Contributions to Bacterial Vaginosis","year":2023,"lang":"en","type":"review","venue":"Infection and Immunity","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Manitoba; Public Health Agency of Canada","funders":"Max Rady College of Medicine, University of Manitoba; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Bacterial vaginosis; Biology; Virulence; Microbiology; Gardnerella vaginalis; Immune system; Commensalism; Immunology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001432942,0.0006125672,0.00157884,0.0009080825,0.00117567,0.0002202855,0.0002603701,0.0007390096,0.0003357786],"category_scores_gemma":[0.00244834,0.0005297608,0.0003621867,0.0009337934,0.0005254244,0.0002213925,0.000764328,0.001605745,0.000895948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915662,"about_ca_system_score_gemma":0.000245719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982101,"about_ca_topic_score_gemma":0.0001159498,"domain_scores_codex":[0.9950774,0.002614685,0.0008358481,0.0007859509,0.00009391565,0.0005922519],"domain_scores_gemma":[0.9971588,0.001143827,0.0003062578,0.0009199825,0.0003579609,0.000113235],"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":[0.0009653853,0.00176951,0.01364749,0.01392048,0.007570727,0.00004497413,0.0008581939,0.000001126464,0.1269415,0.001612561,0.01142499,0.821243],"study_design_scores_gemma":[0.0003946026,0.0003521034,0.01770142,0.001496792,0.0004054519,0.0003867509,0.00002716548,6.741433e-8,0.0029178,0.0000284969,0.975778,0.0005112906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.110279,0.8835924,0.0000647642,0.00007894902,0.001815232,0.001598295,0.001977048,0.0003491834,0.0002451663],"genre_scores_gemma":[0.009268247,0.9872589,0.000006037966,0.00001450971,0.0001566226,0.000186033,0.00114107,0.0000657491,0.001902882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9643531,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08865370924144347,"score_gpt":0.3908078445441993,"score_spread":0.3021541353027558,"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."}}