{"id":"W2054018637","doi":"10.1016/j.ijrobp.2011.02.037","title":"Urethra-Sparing, Intraoperative, Real-Time Planned, Permanent-Seed Prostate Brachytherapy: Toxicity Analysis","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Prostate cancer; Urethra; Brachytherapy; Toxicity; Urology; Prostate; International Prostate Symptom Score; Genitourinary system; Erectile dysfunction; Surgery; Radiation therapy; Internal medicine; Cancer; Lower urinary tract symptoms","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":[0.0006847385,0.000460764,0.0007408335,0.0005497233,0.0001685635,0.0004928798,0.000522023,0.0002728108,0.00155135],"category_scores_gemma":[0.001033378,0.0002120849,0.001067937,0.0006712743,0.0003445373,0.0002826931,0.0001932775,0.0003314154,0.0002083729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005470794,"about_ca_system_score_gemma":0.0003302623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691381,"about_ca_topic_score_gemma":0.001650841,"domain_scores_codex":[0.9997161,0.00009166466,0.00001714637,0.00004628328,0.0000883488,0.00004042932],"domain_scores_gemma":[0.9992262,0.0004050304,0.0001532704,0.00008417521,0.00007262172,0.00005866634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05820398,0.003558757,0.1402671,0.001496232,0.001920131,0.001535811,0.0007341334,0.2649568,0.3678344,0.001139265,0.001527056,0.1568264],"study_design_scores_gemma":[0.001477093,0.0552881,0.4969775,0.0000657743,0.004080305,0.008084361,0.0003575563,0.2073069,0.2211961,0.001124737,0.003834514,0.0002070066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913201,0.001043212,0.005928169,0.00002899734,0.000006137294,0.00003850088,0.0003555281,0.00006945402,0.001209922],"genre_scores_gemma":[0.9974639,0.0002066673,0.001195035,0.00001730965,0.00000662208,0.00001625054,0.0002440208,0.00005897137,0.0007912656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001691381,"threshold_uncertainty_score":0.005189836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445837023080263,"score_gpt":0.3201124911412976,"score_spread":0.295654120910495,"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."}}