{"id":"W2039708709","doi":"10.1016/j.ijrobp.2014.06.037","title":"Late Urinary Side Effects 10 Years After Low-Dose-Rate Prostate Brachytherapy: Population-Based Results From a Multiphysician Practice Treating With a Standardized Protocol and Uniform Dosimetric Goals","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Prostate brachytherapy; Prostate; Toxicity; Urology; Proportional hazards model; Genitourinary system; Cohort; Radiation therapy; Androgen deprivation therapy; Population; International Prostate Symptom Score; Prospective cohort study; Internal medicine; Lower urinary tract symptoms; 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":[0.001638423,0.0005127342,0.0006455139,0.0008175989,0.0006199462,0.000627163,0.0003954537,0.0009551735,0.0009754025],"category_scores_gemma":[0.003804158,0.0002351549,0.001095252,0.0007147606,0.0006382406,0.0006813321,0.0006478099,0.0006102226,0.0003047562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008089014,"about_ca_system_score_gemma":0.0005714445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005457595,"about_ca_topic_score_gemma":0.007315205,"domain_scores_codex":[0.9987869,0.0003981872,0.00009859358,0.0002554025,0.0002217245,0.0002392437],"domain_scores_gemma":[0.9967256,0.00102628,0.0009143898,0.0002972688,0.0006065001,0.0004300217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008813309,0.004688098,0.9509389,0.00005375792,0.0002773267,0.001343482,0.001498748,0.0008513618,0.003982034,0.00002858096,0.0002951181,0.02722934],"study_design_scores_gemma":[0.0001047614,0.01127674,0.9860983,0.000008015601,0.0001467025,0.0006739146,0.0005713355,0.0002564147,0.0005942811,0.0000219826,0.0002168178,0.00003078613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994457,0.00007883106,0.0001457945,0.00001122184,0.000003060392,0.00001942735,0.00007164478,0.00000656202,0.0002177087],"genre_scores_gemma":[0.9992624,0.00006059237,0.00008183913,0.00002629617,0.000007743923,0.00001632521,0.0002156832,0.000004972994,0.0003241317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005457595,"threshold_uncertainty_score":0.01085162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063744268004817,"score_gpt":0.3191229623106925,"score_spread":0.3100592180426877,"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."}}