{"id":"W2904848139","doi":"10.1016/j.ejso.2018.12.004","title":"Rates of lymph node invasion and their impact on cancer specific mortality in upper urinary tract urothelial carcinoma","year":2018,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Renal pelvis; Urology; Interquartile range; Lymph node; Ureter; Lymph; Stage (stratigraphy); Upper urinary tract; Dissection (medical); Urinary system; Ureteral neoplasm; Proportional hazards model; Percentile; Carcinoma; Oncology; Internal medicine; Cancer; Transitional cell carcinoma; Radiology; Bladder cancer; Pathology; Biology","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":[0.001169717,0.0002486899,0.000232254,0.0007865865,0.000194498,0.0009188136,0.0004289324,0.0005056353,0.002994202],"category_scores_gemma":[0.005637796,0.0003581067,0.0008080744,0.0009955306,0.0003428802,0.0008265096,0.0006923635,0.0008308226,0.0004060092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002864354,"about_ca_system_score_gemma":0.000281247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331716,"about_ca_topic_score_gemma":0.00412617,"domain_scores_codex":[0.9995639,0.0001654419,0.00005257042,0.00006084839,0.00005249177,0.000104714],"domain_scores_gemma":[0.996325,0.001663188,0.001092634,0.0002923918,0.0002029649,0.0004238483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003783469,0.00002486567,0.9968233,0.000013962,0.00008372896,0.00006087771,0.00006571197,0.0002536995,0.0001157792,0.00004118725,0.0000717275,0.002066744],"study_design_scores_gemma":[0.000002896132,0.00004045562,0.9991735,0.000005672358,0.00004162453,0.0001213167,0.0001675889,0.0002538784,0.00003818258,0.00006133132,0.000088985,0.000004649404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972573,0.00123429,0.00007460326,0.00006912306,0.00001012415,0.000002329826,0.0005331669,0.000006622754,0.0008125206],"genre_scores_gemma":[0.9992577,0.0002639853,0.00002646527,0.000009692866,0.0000119261,0.000001810975,0.0002198712,0.000003104494,0.0002053451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003331716,"threshold_uncertainty_score":0.01001662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932136572863022,"score_gpt":0.3523586696889989,"score_spread":0.2930373039603687,"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."}}