{"id":"W4324027514","doi":"10.1200/jco.22.00624","title":"Surgery in Early Metastatic Seminoma: A Phase II Trial of Retroperitoneal Lymph Node Dissection for Testicular Seminoma With Limited Retroperitoneal Lymphadenopathy","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Retroperitoneal lymph node dissection; Seminoma; Testicular cancer; Lymph node; Radiation therapy; Surgery; Chemotherapy; Retroperitoneal space; Dissection (medical); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001311246,0.0008190965,0.000956806,0.0002621613,0.000274634,0.0005679471,0.0005187844,0.0005223831,0.002267086],"category_scores_gemma":[0.0005225712,0.0002621923,0.0007996499,0.0002746371,0.0006403829,0.0003037897,0.0002389651,0.001578679,0.0003164571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000615376,"about_ca_system_score_gemma":0.001707823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587142,"about_ca_topic_score_gemma":0.006164114,"domain_scores_codex":[0.9997825,0.0001191407,0.00001134244,0.0000284779,0.00002312309,0.00003540561],"domain_scores_gemma":[0.9995542,0.00006646627,0.00008564833,0.00002574245,0.00002508204,0.0002428267],"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":[0.8111392,0.04737964,0.02108342,0.0012827,0.001616459,0.0003156748,0.0003872665,0.00255959,0.02140087,0.000206526,0.00240595,0.09022273],"study_design_scores_gemma":[0.6246065,0.3498873,0.01970098,0.00005478012,0.0005692646,0.0002447116,0.0000791585,0.001092987,0.002208574,0.0001327057,0.001407635,0.00001523345],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996123,0.001456166,0.0001882713,0.0001710229,0.00005298639,0.001093741,0.000295591,0.0000259729,0.000593227],"genre_scores_gemma":[0.9936928,0.001781368,0.0007678002,0.0004306207,0.00008780671,0.001212478,0.0008648484,0.000007643959,0.001154759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002267086,"threshold_uncertainty_score":0.007584155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248159259320141,"score_gpt":0.4408074869296148,"score_spread":0.3159915609976007,"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."}}