{"id":"W4411927737","doi":"10.1016/j.urolonc.2025.05.017","title":"Perioperative outcomes in testicular cancer patients treated with retroperitoneal lymph node dissection","year":2025,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Perioperative; Retroperitoneal lymph node dissection; Testicular cancer; Cancer; Lymph node; Logistic regression; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002283065,0.0001396113,0.0002957098,0.0003613502,0.0003797688,0.0006823656,0.0002380825,0.0002470444,0.001429913],"category_scores_gemma":[0.001970986,0.0001092185,0.0004859255,0.0005874027,0.0001938259,0.0003886127,0.0004522876,0.0005992919,0.0001389078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376187,"about_ca_system_score_gemma":0.0005122313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069044,"about_ca_topic_score_gemma":0.004034966,"domain_scores_codex":[0.9997191,0.00005180669,0.000042917,0.00003815552,0.00005427064,0.0000937819],"domain_scores_gemma":[0.999122,0.0001585319,0.0003847924,0.00002411337,0.00007277061,0.0002377654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004108398,0.00007985195,0.9930537,0.0000451572,0.0001529059,0.0003326429,0.0001119273,0.0001576404,0.0001649754,0.00006561054,0.0002540329,0.005170707],"study_design_scores_gemma":[0.00001546533,0.0004667487,0.9970987,0.00003278006,0.0001705834,0.0007905893,0.0006103712,0.0002157098,0.00009279172,0.00009821408,0.0003956522,0.00001241923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965962,0.001602613,0.00008880238,0.0001287771,0.00005781855,0.000007692423,0.0003506123,0.000002563954,0.001164811],"genre_scores_gemma":[0.9986338,0.0005935268,0.00004810346,0.00006278171,0.0000458827,0.000008074708,0.0004519415,0.000001841911,0.0001541764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002069044,"threshold_uncertainty_score":0.004783571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214428995149948,"score_gpt":0.3059734842087029,"score_spread":0.2938291942572034,"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."}}