{"id":"W4407549344","doi":"10.1111/aji.70035","title":"Understanding the Associations of Urogenital Microbiomes With Fertility and In Vitro Fertilization","year":2025,"lang":"en","type":"review","venue":"American Journal of Reproductive Immunology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Fertility; Microbiome; Infertility; Genitourinary system; In vitro fertilisation; Biology; Pregnancy; Sex organ; Gynecology; Embryo transfer; Physiology; Obstetrics; Medicine; Population; Bioinformatics; Genetics; Environmental health","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":[0.0009710047,0.0007254391,0.001152504,0.001809191,0.00030303,0.001332249,0.0006032757,0.00139777,0.002671019],"category_scores_gemma":[0.002694166,0.0002056238,0.0007321422,0.001320427,0.0004405305,0.001317122,0.0008347796,0.001395295,0.000849051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004636236,"about_ca_system_score_gemma":0.001895717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945221,"about_ca_topic_score_gemma":0.002681691,"domain_scores_codex":[0.9995469,0.0001089183,0.00005748306,0.00008447014,0.0001567942,0.00004542196],"domain_scores_gemma":[0.998823,0.0006246818,0.000174131,0.00002257102,0.0002790956,0.00007658648],"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":[0.000056325,0.00004754716,0.001969216,0.0173955,0.0002111458,0.0001777024,0.0001159813,0.0002097043,0.0009575985,0.002174083,0.01945588,0.9572294],"study_design_scores_gemma":[0.00001457066,0.0002173592,0.01312039,0.02083599,0.000576523,0.00306726,0.0003701173,0.0002089343,0.0007568184,0.00347276,0.9573011,0.00005833331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002440538,0.9980031,0.000140867,0.0007515142,0.0002342597,0.000004428448,0.00002801523,0.000005001921,0.0005888056],"genre_scores_gemma":[0.001163115,0.9978805,0.0002006007,0.000231487,0.0002042049,0.000005243983,0.0000387574,0.000001018656,0.000275087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002671019,"threshold_uncertainty_score":0.008935511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662590166970544,"score_gpt":0.342416081588542,"score_spread":0.2761570648914876,"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."}}