{"id":"W4391235019","doi":"10.1016/j.euo.2024.01.006","title":"Propensity-matched Analysis of Open Versus Robotic Primary Retroperitoneal Lymph Node Dissection for Clinical Stage II Testicular Cancer","year":2024,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Retroperitoneal lymph node dissection; Testicular cancer; Surgery; Perioperative; Interquartile range; Propensity score matching; Confidence interval; Internal medicine; 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":[0.001906395,0.0003050222,0.0008745439,0.0002675747,0.000217218,0.0006894778,0.0006017981,0.0003994684,0.002571856],"category_scores_gemma":[0.005451979,0.0003278664,0.001794338,0.0005118228,0.0003647204,0.0005090267,0.0004528713,0.0005288885,0.0002569699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004267028,"about_ca_system_score_gemma":0.000519835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009340481,"about_ca_topic_score_gemma":0.001813599,"domain_scores_codex":[0.998054,0.0008375336,0.0002055963,0.0004901247,0.0001939836,0.0002187677],"domain_scores_gemma":[0.9975951,0.001055882,0.0006249685,0.0004679668,0.00009665343,0.0001593781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2715543,0.001240972,0.606998,0.0009124401,0.01506925,0.0006409088,0.0005042944,0.008178472,0.0100178,0.001592323,0.003310372,0.07998081],"study_design_scores_gemma":[0.01135566,0.02276371,0.9176285,0.0001138271,0.008274883,0.0009987789,0.0006865621,0.02718228,0.002341985,0.003728577,0.004814881,0.0001103853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965486,0.0006715046,0.001651321,0.00003617243,0.0000783194,0.00007681813,0.0003523622,0.00001003694,0.0005750063],"genre_scores_gemma":[0.9988981,0.0000933199,0.0003588022,0.00004471986,0.00003330026,0.00003148164,0.0003027919,0.000004485746,0.0002328868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002571856,"threshold_uncertainty_score":0.01008213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065948100420579,"score_gpt":0.4281949242288868,"score_spread":0.3216001141868289,"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."}}