{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002242059,0.000244649,0.002283713,0.0004328414,0.00007069384,0.00001228253,0.0001209478,0.0002680787,0.00001636908],"category_scores_gemma":[0.009132829,0.0001646848,0.0007774414,0.0006724315,0.0002214061,0.0001451551,0.00004744199,0.000327268,0.00000463535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664745,"about_ca_system_score_gemma":0.00221997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006727261,"about_ca_topic_score_gemma":0.00001027544,"domain_scores_codex":[0.9955645,0.0004050804,0.002781008,0.0003282419,0.0005334189,0.0003877115],"domain_scores_gemma":[0.993309,0.003512938,0.001890086,0.0002754154,0.0005380688,0.0004745378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3903995,0.02849662,0.4943881,0.0003582795,0.001748563,0.01556154,0.0002369354,0.00006970618,0.001321551,0.00001892938,0.0008245037,0.06657577],"study_design_scores_gemma":[0.2382014,0.09044915,0.6635836,0.0006768107,0.002854548,0.001464247,0.0002135771,0.001452836,0.0002626654,0.00006518612,0.0005543715,0.0002216145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965841,0.0006533909,0.0001150477,0.0008961692,0.0009124352,0.0007308479,0.00003795696,0.00002776378,0.00004228681],"genre_scores_gemma":[0.9958881,0.0001827271,0.002779953,0.0001397949,0.000775266,0.0000534292,0.00004727013,0.00004543988,0.00008798052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1691955,"threshold_uncertainty_score":0.9992136,"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."}}