{"id":"W2959688418","doi":"10.1016/j.eururo.2019.06.032","title":"Incremental Utility of Adjuvant Chemotherapy in Muscle-invasive Bladder Cancer: Quantifying the Relapse Risk Associated with Therapeutic Effect","year":2019,"lang":"en","type":"article","venue":"European Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Nomogram; Bladder cancer; Cystectomy; Chemotherapy; Internal medicine; Oncology; Adjuvant; Proportional hazards model; Urology; Stage (stratigraphy); 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":[0.008240395,0.0008268515,0.001515002,0.001129271,0.0002123028,0.001623632,0.0008613134,0.001125254,0.001856318],"category_scores_gemma":[0.04222534,0.0002829884,0.002399835,0.001014842,0.0006600454,0.001613966,0.0008423208,0.001634915,0.0002425874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000800246,"about_ca_system_score_gemma":0.0007735187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968943,"about_ca_topic_score_gemma":0.003103573,"domain_scores_codex":[0.9966599,0.002085207,0.0002036648,0.0004200418,0.0003875863,0.0002436939],"domain_scores_gemma":[0.9659836,0.02890118,0.002109072,0.001499392,0.0008800409,0.0006268037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01083809,0.0005409729,0.8083025,0.0004470698,0.004849351,0.0003722768,0.0001292403,0.07183882,0.002435847,0.002553977,0.0008131865,0.09687888],"study_design_scores_gemma":[0.0003286233,0.005649856,0.7245347,0.000208222,0.01237863,0.001252268,0.0003770993,0.2321409,0.004086977,0.01574347,0.003158364,0.0001410722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778512,0.008112722,0.007418005,0.001645019,0.0001023283,0.00006157815,0.001710259,0.00009325489,0.003005625],"genre_scores_gemma":[0.997654,0.0005599692,0.0008415429,0.0001224379,0.00009527263,0.000009412769,0.0004515118,0.00001543015,0.0002504459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008240395,"threshold_uncertainty_score":0.04357994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131265361603766,"score_gpt":0.2783389870741139,"score_spread":0.2570263334580762,"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."}}