{"id":"W2105398102","doi":"10.1016/j.eururo.2009.12.029","title":"Prognostic Role of Lymphovascular Invasion in Patients with Urothelial Carcinoma of the Upper Urinary Tract: An International Validation Study","year":2010,"lang":"en","type":"article","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Lymphovascular invasion; Medicine; Hazard ratio; Urothelial carcinoma; Proportional hazards model; Urology; Upper urinary tract; Internal medicine; Cohort; Urinary system; Stage (stratigraphy); Oncology; Cancer; Metastasis; Bladder cancer; 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":[0.003234618,0.0007643492,0.0004603574,0.0007701732,0.0006287684,0.0010756,0.0007610189,0.0006841485,0.0009687136],"category_scores_gemma":[0.006673314,0.000412939,0.0006728371,0.001133109,0.0008720833,0.0007652317,0.0008965783,0.0008781604,0.0002994142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003681228,"about_ca_system_score_gemma":0.0004813727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297252,"about_ca_topic_score_gemma":0.002377445,"domain_scores_codex":[0.9989566,0.0004764982,0.00009160655,0.0002149579,0.0001260189,0.0001343461],"domain_scores_gemma":[0.9949725,0.001717139,0.001276058,0.0008706553,0.0005625839,0.0006011419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008689532,0.00009954035,0.9961749,0.00001197302,0.0001334572,0.00005059941,0.0001834732,0.000117048,0.0004554513,0.00002428858,0.0001226142,0.001757657],"study_design_scores_gemma":[0.00005599222,0.0002480528,0.9984009,0.000007414373,0.0001130144,0.0002557554,0.0001329626,0.0002088663,0.0001864116,0.00002370184,0.0003595964,0.00000742115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987891,0.0001738243,0.0001768252,0.00002781727,0.000009414389,0.00001764447,0.0003618556,0.000003436428,0.0004400413],"genre_scores_gemma":[0.9987965,0.00006709836,0.0001380071,0.00002087514,0.00001119503,0.0000164051,0.0008065837,0.000004252454,0.0001392259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003234618,"threshold_uncertainty_score":0.01710653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008469725238063056,"score_gpt":0.2296542699373416,"score_spread":0.2211845446992785,"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."}}