{"id":"W2330616178","doi":"10.1016/j.urology.2016.03.033","title":"Building the Case for Adjuvant Chemotherapy After Radical Cystectomy","year":2016,"lang":"en","type":"letter","venue":"Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Cystectomy; Medicine; Bladder cancer; Lymph node; Chemotherapy; Adjuvant chemotherapy; Urology; Retrospective cohort study; Cancer; Oncology; Internal medicine; Surgery","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":[0.002334402,0.0005457267,0.000910704,0.000495837,0.005391286,0.003284373,0.001531721,0.049624,0.005649562],"category_scores_gemma":[0.01884962,0.0006378207,0.001221708,0.0005572421,0.003335494,0.005405695,0.002538357,0.05052687,0.001762038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00407338,"about_ca_system_score_gemma":0.003990261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259113,"about_ca_topic_score_gemma":0.009405483,"domain_scores_codex":[0.9980881,0.0006413283,0.0001989874,0.0002465678,0.000398971,0.0004260834],"domain_scores_gemma":[0.9949743,0.002714008,0.0004004033,0.0002351106,0.0004072625,0.001268888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001828962,0.0002199003,0.004197228,0.0001543631,0.00007314588,0.1675836,0.001511926,0.0005650411,0.00135739,0.02265649,0.7696647,0.03183314],"study_design_scores_gemma":[0.0001796376,0.0003089801,0.003009763,0.0009376321,0.0001027578,0.1367934,0.003095708,0.001950873,0.0007899518,0.06559114,0.7870782,0.0001618472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00272465,0.001850423,0.0002639889,0.979387,0.0108528,0.00001129792,0.0000149028,0.00001505389,0.004879916],"genre_scores_gemma":[0.04693589,0.003436791,0.001320316,0.86782,0.0667275,0.00004522804,0.0000346582,0.00005704995,0.01362259],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.049624,"threshold_uncertainty_score":0.02955461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489277384869163,"score_gpt":0.2902203955365932,"score_spread":0.2753276216879016,"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."}}