{"id":"W2127655297","doi":"10.1016/j.eururo.2012.08.014","title":"Contemporary Management of Postchemotherapy Testis Cancer","year":2012,"lang":"en","type":"review","venue":"European Urology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Medicine; Retroperitoneal lymph node dissection; Testicular cancer; Germ cell tumors; Chemotherapy; Teratoma; Seminoma; Dissection (medical); Cancer; Lymph node; Radiology; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009304815,0.0002868261,0.001021959,0.0000903402,0.0000173375,0.00000301964,0.0001268785,0.00007123293,0.0004265629],"category_scores_gemma":[0.000006992135,0.0002070891,0.0003374507,0.0001164603,0.00007335449,0.00001507891,0.00007894081,0.0001380454,0.0003172486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003384323,"about_ca_system_score_gemma":0.00009248339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001908636,"about_ca_topic_score_gemma":1.545027e-7,"domain_scores_codex":[0.9987957,0.000211803,0.0003837425,0.0002808787,0.0001116784,0.000216202],"domain_scores_gemma":[0.9990162,0.00004659183,0.000309733,0.0004431962,0.00003129284,0.000152991],"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":[0.00002895651,0.0003144066,0.0007623755,0.008153918,0.001648869,0.001113985,0.00000987768,4.58331e-8,2.182265e-7,0.00004385758,0.00171039,0.9862131],"study_design_scores_gemma":[0.0007604284,0.0002473539,0.004312092,0.00206411,0.005154307,0.0001516784,0.000001498153,1.915321e-7,1.818226e-7,0.000002174565,0.9871743,0.0001316541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002225905,0.9670822,0.000008548936,0.00005871715,0.0001910506,0.0006872587,0.00008901195,0.00005011544,0.03181082],"genre_scores_gemma":[0.00194198,0.9957873,0.0002061735,0.0002783272,0.0001744557,0.00003291548,0.0002093007,0.0001081661,0.001261336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860814,"threshold_uncertainty_score":0.8444849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0995855550325417,"score_gpt":0.3653091844080068,"score_spread":0.2657236293754651,"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."}}