{"id":"W4412400203","doi":"10.1200/op-25-00089","title":"Long-Term Performance of Prognostic Models for Advanced Renal Cell Carcinoma in the Era of Improved Survival With Immune Checkpoint Inhibitors","year":2025,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sunitinib; Ipilimumab; Nivolumab; Medicine; Renal cell carcinoma; Internal medicine; Oncology; Kidney cancer; Clear cell renal cell carcinoma; Cancer; Clinical endpoint; Concordance; Immunotherapy; Clinical trial","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":[0.02723867,0.001356402,0.001103756,0.001794543,0.0005585425,0.002267402,0.0008105356,0.0007317481,0.000629248],"category_scores_gemma":[0.02882595,0.0003396178,0.00165096,0.0008349605,0.0006735467,0.001157992,0.001314314,0.00166746,0.0002617133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474475,"about_ca_system_score_gemma":0.001662581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006461778,"about_ca_topic_score_gemma":0.004964449,"domain_scores_codex":[0.9943059,0.003032765,0.0003959232,0.001101323,0.0008418512,0.0003222958],"domain_scores_gemma":[0.9737536,0.01637247,0.004187794,0.002981941,0.001719925,0.0009842109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003608664,0.0002203409,0.9235136,0.00006548347,0.001511475,0.0001101345,0.0001455789,0.04624951,0.0006209528,0.0002201468,0.0007063823,0.02302793],"study_design_scores_gemma":[0.0001181033,0.002340684,0.4188968,0.0001115551,0.001017004,0.0005164365,0.000238287,0.5709733,0.002636246,0.001507001,0.001550703,0.00009395011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883795,0.00188484,0.007585879,0.0003340314,0.00007917915,0.00003500273,0.0007036094,0.0001157798,0.000882204],"genre_scores_gemma":[0.9984824,0.00008094349,0.000799341,0.00001684156,0.00001568464,0.000006721875,0.0004674156,0.000009043115,0.0001216281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02723867,"threshold_uncertainty_score":0.1440536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990904556936368,"score_gpt":0.3010272400319038,"score_spread":0.2811181944625402,"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."}}