{"id":"W2553632813","doi":"10.1016/j.eururo.2016.11.010","title":"Postoperative Radiotherapy in Locally Advanced Prostate Cancer: A Question of Who and When","year":2016,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Prostate cancer; Radiation therapy; Prostate; Prostatectomy; Prostate disease; Urology; Cancer; General surgery; Oncology; Surgery; Internal medicine","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":[0.0001772434,0.0002795885,0.0006381699,0.0001695794,0.00002011483,0.000007239302,0.00007829483,0.0001597706,0.0001001311],"category_scores_gemma":[0.00002857186,0.0001978114,0.00005484218,0.0000561222,0.0002071072,0.00004907377,0.00004018358,0.000494757,0.000009936662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715443,"about_ca_system_score_gemma":0.0001377439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009424508,"about_ca_topic_score_gemma":0.00003460594,"domain_scores_codex":[0.9982731,0.0004303031,0.0003603147,0.0004967021,0.0001237914,0.0003158285],"domain_scores_gemma":[0.9992659,0.00009922047,0.0002045095,0.0002698714,0.0001042906,0.00005620442],"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":[0.002982094,0.0001490689,0.04964135,0.0005092194,0.0006241032,0.006526589,0.003691271,0.00002420134,0.002520072,0.0001176047,0.535125,0.3980894],"study_design_scores_gemma":[0.005416848,0.003600647,0.02202153,0.000763968,0.00009303977,0.00007952759,0.00000494545,0.00001123808,0.0002875738,0.00007589079,0.9674301,0.0002146936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04612429,0.02362742,0.00004838403,0.9261064,0.000260116,0.001328342,0.0001932062,0.00003889766,0.00227294],"genre_scores_gemma":[0.03124573,0.05141365,0.0005495206,0.9094331,0.001406269,0.0002631154,0.0001915381,0.0002050615,0.005291984],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4323051,"threshold_uncertainty_score":0.8066514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008514942615582223,"score_gpt":0.2628215158160256,"score_spread":0.2543065732004434,"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."}}