{"id":"W4212945456","doi":"10.1016/j.urolonc.2022.01.005","title":"Outcomes following cytoreductive nephrectomy without immediate postoperative systemic therapy for patients with synchronous metastatic renal cell carcinoma","year":2022,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Systemic therapy; Metastasectomy; Renal cell carcinoma; Nephrectomy; Surgery; Internal medicine; Metastasis; Cancer; Kidney; Breast cancer","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":[0.000337239,0.0002157934,0.0004350303,0.0003748672,0.0005777712,0.000790471,0.0004194483,0.000382569,0.001403057],"category_scores_gemma":[0.002288238,0.0001297283,0.001036553,0.0005274254,0.0003865064,0.0005405619,0.00083627,0.000662497,0.0001550975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194334,"about_ca_system_score_gemma":0.0006281345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00335724,"about_ca_topic_score_gemma":0.009166816,"domain_scores_codex":[0.9996252,0.00006644399,0.00003766827,0.00006359677,0.00007836664,0.0001286429],"domain_scores_gemma":[0.999077,0.0001564639,0.0003134782,0.00004092655,0.00006836159,0.0003437893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001877246,0.0002546134,0.9710008,0.00008974876,0.0004599172,0.002072803,0.0002484095,0.00107515,0.0006142449,0.0001677679,0.001100548,0.02103866],"study_design_scores_gemma":[0.00006423703,0.001075377,0.9936104,0.00004306875,0.0002810386,0.002503485,0.0006323667,0.0005836782,0.0001743872,0.0003396961,0.0006722247,0.00002005528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963996,0.001321019,0.0001462311,0.0002740037,0.00007174209,0.00001113799,0.0002953651,0.000004822297,0.001475918],"genre_scores_gemma":[0.9987198,0.0003189712,0.00003910665,0.00007572575,0.00005098758,0.000005239653,0.0006086741,0.000002286552,0.0001792481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00335724,"threshold_uncertainty_score":0.008665502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036302867564935,"score_gpt":0.2809911818542471,"score_spread":0.2606281531785977,"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."}}