{"id":"W4295025149","doi":"10.1016/j.ygyno.2022.07.017","title":"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":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Toronto","funders":"KWF Kankerbestrijding","keywords":"Medicine; Sentinel lymph node; Vulvar cancer; Lymphadenectomy; Vulvar Carcinoma; Sentinel node; Stage (stratigraphy); Surgery; Basal cell; Lymph node; Vulva; Internal medicine; Cancer","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":[0.0003124832,0.0001269435,0.00023559,0.0002230739,0.0001574767,0.0003037054,0.0002293087,0.0002312713,0.001861549],"category_scores_gemma":[0.00239718,0.00007825656,0.0002480051,0.0003556437,0.0002200383,0.0002421169,0.0002773836,0.0001644907,0.0001512884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215349,"about_ca_system_score_gemma":0.0004185893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496034,"about_ca_topic_score_gemma":0.004618183,"domain_scores_codex":[0.9997479,0.00006974732,0.00001810412,0.00005389358,0.00006756908,0.00004273444],"domain_scores_gemma":[0.9994272,0.0001619843,0.0002493451,0.00004185766,0.00002274284,0.00009689541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003437211,0.00002256739,0.9773602,0.00005407882,0.00005751551,0.0007886387,0.00003463434,0.0001432978,0.0009198384,0.0000407251,0.0001743433,0.02006047],"study_design_scores_gemma":[0.0000321089,0.000428151,0.9905542,0.00005835441,0.00009512447,0.006320828,0.0002040424,0.0006251201,0.0006380456,0.000153701,0.0008844706,0.000005860412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967997,0.001864579,0.0002361929,0.00008026255,0.00001000475,0.000005220819,0.0001088664,0.000009325009,0.0008858839],"genre_scores_gemma":[0.9995084,0.0002618213,0.00005779041,0.00002389435,0.000008329088,0.00000122175,0.00007675835,0.000001248678,0.00006048106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001861549,"threshold_uncertainty_score":0.006227493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713725778931261,"score_gpt":0.2658059371977218,"score_spread":0.2486686794084092,"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."}}