{"id":"W4317234272","doi":"10.1136/ijgc-2022-004122","title":"Phase II activity trial of high-dose radiation and chemosensitization in patients with macrometastatic lymph node spread after sentinel node biopsy in vulvar cancer: GROningen INternational Study on Sentinel nodes in Vulvar cancer III (GROINSS-V III/NRG-GY024)","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Universitair Medisch Centrum Groningen; National Cancer Institute; KWF Kankerbestrijding","keywords":"Medicine; Vulvar cancer; Sentinel node; Sentinel lymph node; Biopsy; Radiation therapy; Oncology; Radiology; Cancer; Internal medicine; 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":[0.001624318,0.001925836,0.002592984,0.0004981827,0.0005044944,0.001293404,0.00169832,0.001835707,0.005745494],"category_scores_gemma":[0.0007425674,0.0006309373,0.001990111,0.000798192,0.001672812,0.0008016255,0.0005782741,0.003558645,0.001191311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761671,"about_ca_system_score_gemma":0.003298292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007984278,"about_ca_topic_score_gemma":0.01867756,"domain_scores_codex":[0.9993883,0.0003259243,0.00001733841,0.000102655,0.00002478041,0.0001408668],"domain_scores_gemma":[0.9992889,0.0001329603,0.0001098009,0.00007412003,0.00002210964,0.0003720066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.907057,0.03158656,0.005618555,0.0003699587,0.001635121,0.0001100046,0.0002579119,0.002311049,0.01187426,0.0002727943,0.003371178,0.03553551],"study_design_scores_gemma":[0.790778,0.1911855,0.01384152,0.00003276994,0.0006258913,0.0001051141,0.00009550672,0.000457469,0.0009234715,0.0001939564,0.001740676,0.00002019602],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903889,0.00249113,0.0003630188,0.0008096306,0.0001615259,0.001545426,0.002007439,0.00009517474,0.002137736],"genre_scores_gemma":[0.9720312,0.004555201,0.00217151,0.001697121,0.0003857296,0.003943349,0.008112744,0.0000920161,0.00701113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007984278,"threshold_uncertainty_score":0.01922059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159260031209425,"score_gpt":0.3327157386392287,"score_spread":0.3111231383271344,"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."}}