{"id":"W7122567941","doi":"10.31435/ijitss.4(48).2025.4295","title":"CHRONIC PELVIC PAIN SYNDROME IN WOMEN WITH VAGINAL DYSBIOSIS: A SYSTEMATIC REVIEW OF PRESENTATION, DIAGNOSIS, AND MANAGEMENT","year":2025,"lang":"en","type":"article","venue":"International Journal of Innovative Technologies in Social Science","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysbiosis; Pelvic pain; Microbiome; Urinary system; Bacterial vaginosis; Vagina; Vaginal infections; Vaginal disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003554271,0.00009055097,0.0003422999,0.001584122,0.0000688472,0.00002073748,0.0007662266,0.00005729025,0.00001282148],"category_scores_gemma":[0.002359096,0.00006811176,0.00001708732,0.003405013,0.001536186,0.0003020256,0.0002380239,0.0003465914,0.000001081759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009131285,"about_ca_system_score_gemma":0.00025709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001107841,"about_ca_topic_score_gemma":0.000004762023,"domain_scores_codex":[0.9985787,0.000186559,0.0006256057,0.0001894352,0.0002219997,0.0001976618],"domain_scores_gemma":[0.9979801,0.0002162985,0.0004467932,0.0001183604,0.001234013,0.000004401953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008332229,0.002130966,0.4369997,0.1287068,0.003165899,0.0005262083,0.004565074,0.00002976547,0.04762677,0.2068533,0.001552442,0.1670099],"study_design_scores_gemma":[0.003588711,0.001933012,0.6625249,0.2517473,0.00006503554,0.0005224444,0.02497055,0.000004379186,0.03692637,0.01663106,0.000647432,0.0004388117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422293,0.03927712,0.001116671,0.01253154,0.0004337888,0.001772305,0.000009575342,0.00004852843,0.002581159],"genre_scores_gemma":[0.9931533,0.006379712,0.0001494313,0.00006517737,0.00000453165,0.0002000105,5.785456e-7,0.000002534977,0.00004475432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255252,"threshold_uncertainty_score":0.5660143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153679779414842,"score_gpt":0.3405919209349306,"score_spread":0.3290551231407822,"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."}}