{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005044664,0.0007408399,0.002619325,0.000462512,0.00191358,0.00006130886,0.0006615006,0.0005014046,0.0002199986],"category_scores_gemma":[0.002234326,0.0005335015,0.000378847,0.0009271111,0.001157133,0.0002095679,0.000374055,0.002079161,0.00008558492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018701,"about_ca_system_score_gemma":0.001079532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224682,"about_ca_topic_score_gemma":0.00001874853,"domain_scores_codex":[0.9890028,0.005183596,0.001752768,0.002965818,0.0001197402,0.0009752737],"domain_scores_gemma":[0.9952064,0.0007666626,0.001577754,0.002245787,0.0001360543,0.0000674082],"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":[0.00004930606,0.0002568065,0.0007448321,0.003786287,0.0006766882,0.00002078848,0.002032709,0.000002384356,0.00001530079,0.001088169,0.06401843,0.9273083],"study_design_scores_gemma":[0.0003666451,0.0002874981,0.001164473,0.001101622,0.0001524323,0.0006326928,0.001801609,4.140696e-8,0.00002266158,0.000862089,0.9931037,0.0005045491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007967249,0.983942,0.00003851127,0.001413941,0.008413299,0.004965696,0.0003462567,0.0001083191,0.0006922468],"genre_scores_gemma":[0.00008228561,0.9914215,0.0002822993,0.00003562479,0.0005220686,0.001607986,0.000902336,0.00008065312,0.00506528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9290853,"threshold_uncertainty_score":0.9997116,"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."}}