{"id":"W4290744543","doi":"10.3389/frph.2022.963752","title":"The female reproductive tract microbiotas, inflammation, and gynecological conditions","year":2022,"lang":"en","type":"review","venue":"Frontiers in Reproductive Health","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dysbiosis; Immune system; Inflammation; Biology; Immunology; Vagina; Lactobacillus; Endometriosis; Infertility; Homeostasis; Immunity; Bacteria; Gut flora; Medicine; Internal medicine; Cell biology; Pregnancy; Genetics","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":[0.000552256,0.0004104268,0.0006760123,0.0007425669,0.0004016152,0.001419293,0.0003050391,0.000802485,0.004765463],"category_scores_gemma":[0.001009348,0.0001410617,0.0004183141,0.0008467322,0.0009373775,0.0007278617,0.0008327569,0.0009653355,0.0006222005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179842,"about_ca_system_score_gemma":0.001345562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925006,"about_ca_topic_score_gemma":0.002288597,"domain_scores_codex":[0.9996063,0.0001398466,0.00003517692,0.00006242574,0.0001095392,0.00004683653],"domain_scores_gemma":[0.9995722,0.0001841658,0.0001085594,0.00001922525,0.00007368562,0.00004216436],"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":[0.0002989096,0.0001047606,0.01633726,0.01443674,0.0003545515,0.00197784,0.001926027,0.0003074108,0.01022661,0.02399726,0.03866063,0.891372],"study_design_scores_gemma":[0.00002677713,0.0003659331,0.04566286,0.006597439,0.0002704727,0.009078932,0.001460119,0.0001604166,0.001309958,0.01154989,0.9234601,0.00005709654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004268728,0.9818779,0.0004356921,0.005264941,0.0006969534,0.00001210723,0.0001167694,0.00001688379,0.007310118],"genre_scores_gemma":[0.04073846,0.9505258,0.0009517969,0.002679488,0.001645224,0.00002793362,0.0001482024,0.000006307369,0.003276669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004765463,"threshold_uncertainty_score":0.01594204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0441131414232203,"score_gpt":0.3292085273457164,"score_spread":0.2850953859224961,"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."}}