{"id":"W3207093525","doi":"10.1016/j.ijrobp.2021.10.003","title":"Gantry-Based 5-Fraction Elective Nodal Irradiation in Unfavorable-Risk Prostate Cancer: Outcomes From 2 Prospective Studies Comparing SABR Boost With MR Dose-Painted HDR Brachytherapy Boost","year":2021,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Institute of Health Services and Policy Research; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Prostate Cancer Canada","keywords":"Medicine; Prostate cancer; Brachytherapy; SABR volatility model; Androgen deprivation therapy; Genitourinary system; Prostate; Urology; Cancer; Internal medicine; Oncology; Radiation therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002376453,0.000657685,0.0007560386,0.0005534827,0.0002860515,0.0008545922,0.0006375618,0.0005785084,0.001247173],"category_scores_gemma":[0.002500552,0.0003560134,0.001996661,0.0008609445,0.0006994375,0.0005186553,0.0005658222,0.0006570087,0.0002201418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511044,"about_ca_system_score_gemma":0.0005780724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332609,"about_ca_topic_score_gemma":0.006021775,"domain_scores_codex":[0.9987588,0.0005452199,0.0001322546,0.0003023982,0.000141426,0.0001198384],"domain_scores_gemma":[0.9978136,0.0007096244,0.0007608246,0.0003424828,0.0001502985,0.0002231279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2208056,0.003142032,0.7281679,0.0008158962,0.009960337,0.0002339141,0.0007135953,0.001778277,0.006366933,0.0001453459,0.0002981713,0.02757192],"study_design_scores_gemma":[0.007686808,0.04993029,0.9300609,0.0001100219,0.008117203,0.0004101187,0.0004590377,0.0004883438,0.001797529,0.0001150847,0.000765925,0.00005870526],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982919,0.001104615,0.0001031003,0.00001260253,0.000008516309,0.0000328627,0.0002038929,0.00000218991,0.0002402564],"genre_scores_gemma":[0.9989789,0.0003366712,0.00008587777,0.00003299967,0.00001495388,0.0000159896,0.0004356904,0.000003997855,0.0000948817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00332609,"threshold_uncertainty_score":0.01256806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578552149109883,"score_gpt":0.3510921626021056,"score_spread":0.3253066411110068,"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."}}