{"id":"W2988847662","doi":"10.1136/ijgc-2019-esgo.16","title":"Radiotherapy instead of inguinofemoral lymphadenectomy in vulvar cancer patients with a metastatic sentinel node: results of GROINSS-V II","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Université de Montréal; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Groin; Vulvar cancer; Surgery; Metastasis; Micrometastasis; Sentinel node; Radiology; Cancer; Internal medicine; Vulva; Breast 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":[0.0001994176,0.0002474925,0.0004146095,0.0001907246,0.0001663702,0.0003290444,0.0002016788,0.0002196526,0.002986767],"category_scores_gemma":[0.0003158154,0.00008275812,0.0007379614,0.0001903906,0.0001840718,0.0001940405,0.000156723,0.0003694359,0.0002778131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222919,"about_ca_system_score_gemma":0.0003311359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797999,"about_ca_topic_score_gemma":0.003019179,"domain_scores_codex":[0.9999119,0.00003192681,0.000004700777,0.00001879915,0.000009949989,0.00002280844],"domain_scores_gemma":[0.9999144,0.00003126944,0.0000121655,0.00001101999,0.000004700933,0.00002652806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1243619,0.00500505,0.2850025,0.001280444,0.001656284,0.002169599,0.0006876889,0.0101365,0.04393655,0.0006950494,0.002230159,0.5228383],"study_design_scores_gemma":[0.006829709,0.1481772,0.7999275,0.0004700308,0.003816995,0.004338113,0.001186082,0.004402536,0.01953188,0.0008050622,0.010452,0.00006296282],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932005,0.003854247,0.0002569791,0.0001219927,0.00006769873,0.00002886306,0.0001963087,0.00001422761,0.002259302],"genre_scores_gemma":[0.9968768,0.001588689,0.0002408323,0.00008354212,0.00004706303,0.00001297802,0.0002514618,0.00001080158,0.0008877069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002986767,"threshold_uncertainty_score":0.009991705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092344724333174,"score_gpt":0.3238757724864513,"score_spread":0.3029523252431195,"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."}}