{"id":"W4407724889","doi":"10.1016/j.urolonc.2025.01.016","title":"Is primary retroperitoneal lymph node dissection the way forward for patients with testicular seminoma and limited retroperitoneal metastases?","year":2025,"lang":"en","type":"review","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Retroperitoneal lymph node dissection; Seminoma; Dissection (medical); Retroperitoneal space; Radiology; Lymph node; Testicular cancer; General surgery; Internal medicine; Cancer; Chemotherapy","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":[0.0007243383,0.0004449494,0.001534053,0.001072305,0.0001551419,0.0006735874,0.000726609,0.0007950497,0.00303007],"category_scores_gemma":[0.001302185,0.0001733169,0.0008048628,0.001181273,0.0003959911,0.001064203,0.0003252361,0.001380643,0.0008232017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000521725,"about_ca_system_score_gemma":0.001338626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229254,"about_ca_topic_score_gemma":0.003149213,"domain_scores_codex":[0.9998332,0.00004379931,0.00003318648,0.00002619388,0.00005015274,0.00001349562],"domain_scores_gemma":[0.9995345,0.0002687867,0.0000808097,0.00001020134,0.0000831102,0.00002261757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001477479,0.00003083907,0.0002561481,0.04871524,0.0002726008,0.0001462312,0.00004681778,0.0001883068,0.0003910293,0.001192637,0.02256989,0.9260424],"study_design_scores_gemma":[0.0001868757,0.0002969654,0.003701707,0.05045503,0.001393101,0.003621263,0.000171195,0.0001152401,0.0003628013,0.003125246,0.9365373,0.00003326104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004849836,0.9993855,0.00002006245,0.0002842258,0.00009341449,0.000001567608,0.000006813984,0.000001604672,0.0001583602],"genre_scores_gemma":[0.0004240768,0.9990315,0.00005112567,0.0002629016,0.0001304216,0.000002530213,0.00001279187,4.952317e-7,0.00008411749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00303007,"threshold_uncertainty_score":0.01013654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485604189505007,"score_gpt":0.3135589101922516,"score_spread":0.2887028682972015,"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."}}