{"id":"W4200457036","doi":"10.1186/s40168-021-01183-x","title":"Beyond bacterial vaginosis: vaginal lactobacilli and HIV risk","year":2021,"lang":"en","type":"review","venue":"Microbiome","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"University of Toronto; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Bacterial vaginosis; Biology; Medical microbiology; Human immunodeficiency virus (HIV); Vaginal infections; Vaginal flora; Microbiology; Microbial ecology; Vaginal disease; Lactobacillus; Vagina; Vaginitis; Bacteria; Immunology; Obstetrics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005471433,0.0002566639,0.0004933216,0.0006291097,0.0003410817,0.001917182,0.0003726119,0.001047668,0.004064339],"category_scores_gemma":[0.002001364,0.0001170798,0.000282847,0.000913744,0.0005062292,0.0009183571,0.0008747665,0.001295981,0.0004564882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000414884,"about_ca_system_score_gemma":0.0007313755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051486,"about_ca_topic_score_gemma":0.003899728,"domain_scores_codex":[0.9995968,0.0002095867,0.00001711386,0.00004606038,0.00006958093,0.00006080683],"domain_scores_gemma":[0.9993573,0.0002148023,0.000135805,0.00001703104,0.0001214082,0.0001536407],"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":[0.001375417,0.0005296245,0.2317474,0.004699837,0.0006091433,0.0009989716,0.001600947,0.0004938623,0.004649185,0.01514627,0.0193799,0.7187694],"study_design_scores_gemma":[0.00008688729,0.002201905,0.6233835,0.0202184,0.0007302157,0.004985622,0.007719407,0.001637217,0.002463786,0.03898223,0.2974077,0.0001831592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07500484,0.8904353,0.000766132,0.02367239,0.0006505514,0.00002286146,0.0003334515,0.00002065984,0.00909381],"genre_scores_gemma":[0.5145103,0.4715197,0.001850497,0.00497639,0.001444955,0.00004102913,0.0004206563,0.00001156512,0.005224864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004064339,"threshold_uncertainty_score":0.01359659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847648460692581,"score_gpt":0.3175264434470858,"score_spread":0.28904995884016,"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."}}