{"id":"W4414685553","doi":"10.1093/hropen/hoaf061","title":"Microbiome dysbiosis and endometriosis: a systematic scoping review of current literature and knowledge gaps","year":2025,"lang":"en","type":"review","venue":"Human Reproduction Open","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gedeon Richter; Ministero della Salute","keywords":"Dysbiosis; Microbiome; Systematic review; Current (fluid); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0211248,0.002200075,0.01016925,0.03117487,0.001800208,0.004893252,0.002886593,0.003725795,0.007593466],"category_scores_gemma":[0.08487671,0.001831144,0.00861284,0.02589998,0.001805043,0.005868854,0.003842586,0.001706104,0.0006693652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006252599,"about_ca_system_score_gemma":0.02897701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009291529,"about_ca_topic_score_gemma":0.0230796,"domain_scores_codex":[0.9833797,0.004878695,0.007601838,0.001268112,0.002270804,0.0006008868],"domain_scores_gemma":[0.9325042,0.04956666,0.01125192,0.001049358,0.005081346,0.0005464819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008884696,0.0000131753,0.0007152446,0.9654813,0.002236787,0.000136551,0.0004844646,0.00007628281,0.0001233637,0.0003600429,0.00140687,0.02887704],"study_design_scores_gemma":[0.00003003433,0.00004336668,0.001209597,0.9786452,0.01057328,0.0001982041,0.0004034465,0.00003362283,0.00005662267,0.0002605664,0.008529059,0.00001706326],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001101107,0.9960062,0.0003254678,0.0006835373,0.0002003457,0.0006945863,0.0006604723,0.00001194203,0.0003164042],"genre_scores_gemma":[0.008633229,0.9871106,0.0009637145,0.0007611245,0.0001162604,0.001799167,0.0004611068,0.000008537707,0.0001462329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03117487,"threshold_uncertainty_score":0.1117199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235628878335219,"score_gpt":0.4857692987040659,"score_spread":0.3622064108705441,"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."}}