{"id":"W2014498184","doi":"10.1053/suro.2002.36979","title":"Controversies in the management of testicular seminoma","year":2002,"lang":"en","type":"review","venue":"Seminars in Urologic Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Seminoma; Carboplatin; Radiation therapy; Chemotherapy; Lymphadenectomy; Disease; Surgery; Intensive care medicine; External beam radiotherapy; Testicular cancer; General surgery; Internal medicine; Cancer; Brachytherapy; Cisplatin","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":[0.003893274,0.0008614213,0.002820926,0.002860287,0.0007437861,0.00213022,0.001917902,0.002877482,0.002253142],"category_scores_gemma":[0.006611358,0.000353856,0.0007488714,0.00376056,0.001949349,0.00299066,0.001032265,0.003782379,0.00106746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181257,"about_ca_system_score_gemma":0.003147173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783306,"about_ca_topic_score_gemma":0.007656801,"domain_scores_codex":[0.9987292,0.0004600291,0.0002165923,0.000136264,0.0004003732,0.00005751914],"domain_scores_gemma":[0.9960865,0.002780792,0.0004055647,0.00005479235,0.0005360438,0.0001364296],"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":[0.000149916,0.00005410034,0.0005772057,0.01902566,0.0001752638,0.001151991,0.0001836825,0.0004874139,0.0003443708,0.005274978,0.04210111,0.9304743],"study_design_scores_gemma":[0.0000839064,0.0001133288,0.001954643,0.02404827,0.0004846907,0.005784903,0.0005346797,0.0001797705,0.0002233226,0.006595522,0.9599537,0.00004329144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005138465,0.9978624,0.00004583366,0.00140966,0.0003107011,0.000001077072,0.000002630388,0.000001742727,0.0003146167],"genre_scores_gemma":[0.0007811891,0.9968924,0.0001750667,0.001114873,0.0008858286,0.000003361506,0.000007073093,9.406799e-7,0.000139381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003893274,"threshold_uncertainty_score":0.02058983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448698922830275,"score_gpt":0.3581663127511469,"score_spread":0.3132964204681194,"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."}}