{"id":"W3094388414","doi":"10.1016/j.ijrobp.2021.10.138","title":"Salvage Low-Dose-Rate Prostate Brachytherapy: Clinical Outcomes of a Phase 2 Trial for Local Recurrence after External Beam Radiation Therapy (NRG Oncology/RTOG 0526)","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec; Université Laval; University of Alberta; Alberta Health Services; University of British Columbia, Okanagan Campus; University of British Columbia; University Health Network; University of Toronto; Princess Margaret Cancer Centre; BC Cancer Agency","funders":"National Cancer Institute; NRG Oncology","keywords":"Medicine; Brachytherapy; Radiation therapy; External beam radiotherapy; Oncology; External beam radiation; Salvage therapy; Prostate cancer; Internal medicine; Clinical trial; Radiology; Chemotherapy; 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":[0.002638428,0.002168971,0.002279666,0.0005638088,0.0005431189,0.001419196,0.001224597,0.001602152,0.00497536],"category_scores_gemma":[0.001746272,0.000573971,0.002164042,0.0005640677,0.001336463,0.001150161,0.0005803237,0.003200024,0.001335119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155796,"about_ca_system_score_gemma":0.001390166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868439,"about_ca_topic_score_gemma":0.004322787,"domain_scores_codex":[0.9990877,0.0004612268,0.00003483546,0.0001813574,0.000068547,0.0001663099],"domain_scores_gemma":[0.9987338,0.0001917749,0.0003443865,0.0001484905,0.00005397628,0.0005275431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8587307,0.0550478,0.007650586,0.0003775756,0.001743175,0.0001969516,0.0003788565,0.004108136,0.01467186,0.0002091749,0.00467821,0.05220702],"study_design_scores_gemma":[0.508002,0.4548219,0.0283446,0.00005726563,0.001136651,0.0003524865,0.0001474529,0.002201078,0.002354841,0.0004065893,0.002103391,0.0000719392],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950566,0.001012176,0.0003719169,0.0003693055,0.00008967238,0.0006888023,0.00119558,0.00006413682,0.001151838],"genre_scores_gemma":[0.9862813,0.001139889,0.001651092,0.0009789914,0.0002387239,0.001559017,0.00459783,0.00007991217,0.003473216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497536,"threshold_uncertainty_score":0.01664418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04549321772583053,"score_gpt":0.4230425281499368,"score_spread":0.3775493104241062,"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."}}