{"id":"W2147728603","doi":"10.1016/j.eururo.2013.04.028","title":"Following Radical Prostatectomy, To Beam or Not To Beam?","year":2013,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Prostatectomy; Medicine; Radiation therapy; Salvage therapy; External beam radiotherapy; Adjuvant radiotherapy; Adjuvant; Urology; Surgery; Prostate cancer; Brachytherapy; Oncology; Internal medicine; Cancer; Chemotherapy","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":[0.002948276,0.0003189913,0.000802202,0.0005133846,0.004787157,0.002641694,0.001246053,0.03123958,0.006690639],"category_scores_gemma":[0.01750764,0.0003926232,0.001184141,0.0006940736,0.002031435,0.003710964,0.001496828,0.0198132,0.001773186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004782525,"about_ca_system_score_gemma":0.006239393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259446,"about_ca_topic_score_gemma":0.03506977,"domain_scores_codex":[0.9977186,0.0007722836,0.0002219149,0.0002166366,0.0003475863,0.0007230929],"domain_scores_gemma":[0.9973477,0.0009786258,0.0003327384,0.00007753829,0.0003090506,0.0009543045],"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":[0.0007283939,0.0003249162,0.02017654,0.0002572923,0.0001179647,0.05860773,0.001202638,0.0005543263,0.0007617206,0.01703026,0.8268105,0.07342774],"study_design_scores_gemma":[0.0004747642,0.0006207923,0.02221653,0.001874606,0.0002005217,0.08535594,0.007935574,0.001535699,0.0006363306,0.05383329,0.8250473,0.0002687134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003423486,0.002549309,0.0001013961,0.979377,0.006706317,0.00001231751,0.00003360783,0.00000934065,0.007787243],"genre_scores_gemma":[0.03828281,0.003562305,0.0002717063,0.9223207,0.02584171,0.00003078745,0.00005302516,0.00001794036,0.009618948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03123958,"threshold_uncertainty_score":0.03469986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516134038122758,"score_gpt":0.2833118565392803,"score_spread":0.2581505161580527,"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."}}