{"id":"W1999136570","doi":"10.3747/co.v17i2.570","title":"Lymphovascular Invasion as a Predictive Factor for Muscle-Invasive Bladder Cancer and Its Importance in a Bladder-Conservation Treatment Group","year":2010,"lang":"en","type":"letter","venue":"Current Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphovascular invasion; Medicine; Bladder cancer; Cancer; Oncology; Urology; Internal medicine; Metastasis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002597856,0.0005399624,0.001564692,0.0009074261,0.00137771,0.001424974,0.001146064,0.01311584,0.001724941],"category_scores_gemma":[0.01623841,0.0005540206,0.0006807658,0.0009916283,0.001027655,0.001676651,0.0004710549,0.01231772,0.001191396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562307,"about_ca_system_score_gemma":0.001567524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0055996,"about_ca_topic_score_gemma":0.01081539,"domain_scores_codex":[0.9982981,0.0007470281,0.0002340134,0.0002021304,0.0003302075,0.0001885818],"domain_scores_gemma":[0.9931484,0.003888796,0.0005238274,0.0001470618,0.001489863,0.0008021852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007724467,0.0001452931,0.05180078,0.0001874487,0.0001263598,0.009922315,0.0003407158,0.0002440571,0.000665346,0.0009378388,0.8967905,0.03806693],"study_design_scores_gemma":[0.001445955,0.001426131,0.1908683,0.002319548,0.0009751284,0.08286477,0.002719262,0.008816708,0.001453381,0.01503284,0.6914341,0.0006438671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008249665,0.008160756,0.0001509024,0.9634875,0.0175433,0.00001349565,0.0001199642,0.00002368174,0.002250695],"genre_scores_gemma":[0.09073844,0.01174655,0.0006077681,0.7447821,0.145732,0.00006909997,0.0002258125,0.00003983878,0.006058328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01311584,"threshold_uncertainty_score":0.01373893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09105662174979925,"score_gpt":0.3753435317260304,"score_spread":0.2842869099762312,"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."}}