{"id":"W4387472933","doi":"10.1245/s10434-023-14367-6","title":"Prognostic Significance of Pathologic Lymph Node Invasion in Metastatic Renal Cell Carcinoma in the Immunotherapy Era","year":2023,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Medizinische Universität Graz","keywords":"Medicine; Renal cell carcinoma; Proportional hazards model; Internal medicine; Lymph node; Hazard ratio; Stage (stratigraphy); Oncology; Surgical oncology; Surveillance, Epidemiology, and End Results; Cancer; Urology; Cancer registry; Confidence interval","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":[0.0006107393,0.0001565351,0.0001799419,0.0003949477,0.0001894441,0.0003827434,0.0002960966,0.0001922614,0.0009998898],"category_scores_gemma":[0.00221442,0.00009404056,0.0002472982,0.0005611919,0.0002801378,0.0003421091,0.000361539,0.0003620059,0.0001191246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358206,"about_ca_system_score_gemma":0.000535526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263163,"about_ca_topic_score_gemma":0.005329422,"domain_scores_codex":[0.999773,0.00005667272,0.00002296385,0.00004458087,0.00005586816,0.00004688482],"domain_scores_gemma":[0.9986517,0.0002814623,0.0007517523,0.00004388683,0.0001112767,0.0001599351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007705528,0.000005859913,0.9984743,0.00001064051,0.00001368737,0.00004209371,0.000009621439,0.0001111311,0.0001440816,0.00001007959,0.00004128498,0.001060089],"study_design_scores_gemma":[0.000005361346,0.00006023904,0.9985171,0.000008131875,0.00002952751,0.0004214036,0.00007222131,0.000420652,0.0001872084,0.00003010916,0.0002456294,0.000002377423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998577,0.0006914829,0.00009027689,0.00007141285,0.000005221486,0.000004073674,0.0002181981,0.00000265905,0.000339758],"genre_scores_gemma":[0.9996027,0.0001223063,0.00005108777,0.000009787472,0.000007285734,0.000002055971,0.0001539811,7.444542e-7,0.000050057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00263163,"threshold_uncertainty_score":0.005232573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030713992642026,"score_gpt":0.3504499049331565,"score_spread":0.2473785056689539,"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."}}