{"id":"W4312610418","doi":"10.1136/ijgc-2022-esgo.925","title":"2022-RA-690-ESGO Unilateral inguinofemoral lymphadenectomy in patients with early-stage vulvar squamous cell carcinoma and a unilateral metastatic sentinel lymph node is safe","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Medicine; Groin; Surgery; Sentinel node; Vulvar cancer; Stage (stratigraphy); Metastasis; Sentinel lymph node; Radiation therapy; Lymph node; Lymphadenectomy; Radiology; Cancer; Vulva; Breast cancer; Internal medicine","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":[0.0001276766,0.0001693079,0.0002529745,0.0002901846,0.0002296477,0.0003243588,0.0001406388,0.0004492409,0.01143581],"category_scores_gemma":[0.000487726,0.00009154435,0.0005257985,0.0002060129,0.0002134849,0.0003638137,0.0003369663,0.0003723277,0.002085597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159174,"about_ca_system_score_gemma":0.0002972627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005989291,"about_ca_topic_score_gemma":0.003033969,"domain_scores_codex":[0.9999175,0.0000159739,0.000003989064,0.00001004245,0.00001655943,0.00003599524],"domain_scores_gemma":[0.9998455,0.00003452731,0.0000273897,0.00001403505,0.000009469943,0.00006909524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005770871,0.001138471,0.4953003,0.0004446423,0.0002905316,0.0268093,0.0001577346,0.0006954069,0.01253925,0.001778953,0.01526428,0.4398103],"study_design_scores_gemma":[0.0006109558,0.006244825,0.8248141,0.0005383548,0.0002737227,0.09477248,0.0006583448,0.001876468,0.00558153,0.004033439,0.06054606,0.00004973038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898692,0.0104819,0.002679051,0.002972448,0.0004942755,0.0001016519,0.001038935,0.0002943618,0.08324534],"genre_scores_gemma":[0.98964,0.001954716,0.0005770713,0.0006875866,0.0002273615,0.0000160465,0.0004737965,0.00002952641,0.00639382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143581,"threshold_uncertainty_score":0.03825659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882936536698749,"score_gpt":0.2992526011319527,"score_spread":0.2804232357649652,"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."}}