{"id":"W4406624749","doi":"10.1089/end.2024.0730","title":"In-Hospital Outcomes after Robotic <i>Vs</i> Open Radical Nephroureterectomy","year":2025,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Urology; Surgery; General surgery","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":[0.0003205421,0.0001739876,0.0008295649,0.0003580587,0.00002000393,0.0000265647,0.0002878478,0.0001361442,0.0003597615],"category_scores_gemma":[0.0001839202,0.0001206894,0.0002351932,0.0001845938,0.00009592402,0.0001572526,0.0001619885,0.000523935,0.00002561356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693381,"about_ca_system_score_gemma":0.0002718124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003159638,"about_ca_topic_score_gemma":0.00001907271,"domain_scores_codex":[0.9985421,0.0001453282,0.0006331163,0.0001806793,0.0001993026,0.0002995182],"domain_scores_gemma":[0.9990748,0.0002368184,0.0002069104,0.0002360674,0.00009805989,0.0001473612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005558359,0.00114935,0.9558272,0.00004773395,0.0005558222,0.01606316,0.0002006234,0.0000430949,0.0007548136,0.0004267421,0.01836059,0.001012524],"study_design_scores_gemma":[0.0152645,0.003974891,0.9434149,0.0001058549,0.0004387907,0.002398651,0.00003356818,0.00002113791,0.001172773,0.00131944,0.03171925,0.0001362123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531121,0.0009152035,0.0001246263,0.04082678,0.001011644,0.0003558316,8.206409e-7,0.000005770069,0.003647225],"genre_scores_gemma":[0.988551,0.0000441936,0.001805569,0.008255292,0.0001553948,0.00001660542,9.650206e-7,0.0000145036,0.001156537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03543884,"threshold_uncertainty_score":0.4921571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204773305808006,"score_gpt":0.2968516800992325,"score_spread":0.2848039470411525,"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."}}