{"id":"W2172294021","doi":"10.1016/j.ygyno.2015.02.014","title":"Sentinel lymph node biopsy in vulvar cancer: Systematic review, meta-analysis and guideline recommendations","year":2015,"lang":"en","type":"review","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Regional Cancer Foundation; University of Ottawa; Juravinski Cancer Centre; McMaster University; Cancer Care Ontario; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Sentinel lymph node; Systematic review; Vulvar cancer; Guideline; Context (archaeology); MEDLINE; Surgery; General surgery; Breast cancer; Cancer; Internal medicine; Vulva; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009948979,0.001583161,0.009079218,0.004113788,0.0004163752,0.002073365,0.002213034,0.001882473,0.003522021],"category_scores_gemma":[0.03090644,0.001169818,0.01471201,0.003966256,0.0006262205,0.001825024,0.001318453,0.001769319,0.0002975051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139086,"about_ca_system_score_gemma":0.005183894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195341,"about_ca_topic_score_gemma":0.05257767,"domain_scores_codex":[0.9942684,0.002210922,0.002059379,0.0005839783,0.0007068302,0.0001704176],"domain_scores_gemma":[0.9879994,0.008309028,0.002263716,0.000252078,0.001006953,0.0001687514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009089432,0.0000279799,0.003335091,0.7783181,0.1511136,0.0001021344,0.0001516971,0.0003109679,0.0002874175,0.0002883042,0.005114913,0.06004086],"study_design_scores_gemma":[0.001843322,0.0002212611,0.007599406,0.2308231,0.7426816,0.0002110036,0.0001767951,0.0002218096,0.0001981356,0.001051286,0.01490847,0.00006387958],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007793242,0.9977963,0.0001979571,0.0004620332,0.0001596787,0.0001198045,0.0003041144,0.000008426427,0.0001723976],"genre_scores_gemma":[0.02838472,0.966368,0.001866515,0.002186724,0.0002561093,0.0003083742,0.00043238,0.0000119085,0.000185226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01195341,"threshold_uncertainty_score":0.05261588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1911833552134777,"score_gpt":0.4629336119913817,"score_spread":0.271750256777904,"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."}}