{"id":"W4400517744","doi":"10.1159/000539931","title":"Diagnosis and Management of Pelvic Congestion Syndrome: Comprehensive Review","year":2024,"lang":"en","type":"review","venue":"Gynecologic and Obstetric Investigation","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Kuwait University","keywords":"Pelvic pain; Medicine; Etiology; Intensive care medicine; Surgery; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0001133936,0.0003757105,0.001621493,0.0003043862,0.00006119873,0.00002635256,0.00005542187,0.0001999193,0.00005205025],"category_scores_gemma":[0.0002099019,0.0002572371,0.0002260718,0.000658552,0.0001943423,0.00005653563,0.00009533111,0.0001643054,0.00004632666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208221,"about_ca_system_score_gemma":0.00009311188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006167865,"about_ca_topic_score_gemma":3.411255e-7,"domain_scores_codex":[0.9984044,0.0001059078,0.0005974612,0.0004827261,0.0002336568,0.0001757873],"domain_scores_gemma":[0.9984897,0.000686483,0.0003370962,0.0002204235,0.00008807734,0.000178234],"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":[0.000001021203,0.0002632272,0.000356733,0.3441894,0.0005368223,0.0003286363,0.000007797974,4.082291e-8,6.904881e-9,0.0004708931,0.001965594,0.6518798],"study_design_scores_gemma":[0.0005778235,0.00165638,0.01736388,0.2980931,0.03783244,0.0003760387,0.00004272137,0.000002745674,4.131839e-7,0.0004282573,0.6432567,0.0003695328],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001820059,0.9946203,2.148639e-7,0.0002113258,0.0002251483,0.002722532,0.00005620036,0.00005838694,0.0002858583],"genre_scores_gemma":[0.0008498639,0.9971864,0.0002129288,0.0002549132,0.00001638338,0.0008494355,0.0004231813,0.00002742407,0.0001794597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6515103,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08614301428226098,"score_gpt":0.3437916914334121,"score_spread":0.2576486771511511,"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."}}