{"id":"W2085370706","doi":"10.1016/j.eururo.2013.03.006","title":"Survival Following Biochemical Recurrence After Radical Prostatectomy and Adjuvant Radiotherapy in Patients With Prostate Cancer: The Impact of Competing Causes of Mortality and Patient Stratification","year":2013,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Nomogram; Prostatectomy; Biochemical recurrence; Prostate cancer; Radiation therapy; Urology; Proportional hazards model; Lymph node; Internal medicine; Cancer; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360288,0.0001235668,0.0002718692,0.00003660615,0.00001973201,0.000008245484,0.00003378495,0.00002064728,0.00001352273],"category_scores_gemma":[0.0000285352,0.00006864924,0.00003209784,0.00008481789,0.0002389576,0.00004719915,0.00002605929,0.0001021337,2.574265e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004020707,"about_ca_system_score_gemma":0.00004930692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004794803,"about_ca_topic_score_gemma":0.00001710513,"domain_scores_codex":[0.9990245,0.0001903406,0.0002849995,0.0002249356,0.000118106,0.000157143],"domain_scores_gemma":[0.9994876,0.00007805017,0.0001498109,0.0001549508,0.00006669723,0.00006293508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006453069,0.0002312523,0.9888741,0.00003473087,0.0001188386,0.000009827543,0.001246498,0.00001138181,0.001105954,0.000003254723,0.00001313066,0.007705681],"study_design_scores_gemma":[0.002291315,0.00189064,0.9946601,0.00009731826,0.00004537549,0.000001825308,0.00004855276,0.0000638694,0.0008166927,0.000007995164,0.00001275066,0.00006350316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963002,0.002440494,0.0000024493,0.0001964202,0.00003164808,0.0009623891,0.00003178214,0.000006094292,0.00002855437],"genre_scores_gemma":[0.9993781,0.0003919974,0.00006646349,0.00004714824,0.000009392144,0.00007394799,0.00001829729,0.00001410329,5.686659e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007642178,"threshold_uncertainty_score":0.2799435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206165993697856,"score_gpt":0.2737074538068353,"score_spread":0.2616457938698567,"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."}}