{"id":"W2962893029","doi":"10.1016/j.ijrobp.2019.04.036","title":"Single Fraction High-Dose-Rate Brachytherapy: Too Good to Be True?","year":2019,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Brachytherapy; Dosimetry; Prostate brachytherapy; Prostate cancer; Rectum; Prostate; Dose rate; Radiation treatment planning; Urology; Nuclear medicine; Urethra; Radiation therapy; Radiology; Medical physics; Surgery; Cancer; Internal medicine","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":[0.003238045,0.0005031195,0.001185831,0.0004788109,0.002665293,0.003088718,0.001163444,0.03857838,0.005332683],"category_scores_gemma":[0.02250797,0.0004488403,0.001046517,0.0005288465,0.002154157,0.004669956,0.001110123,0.02797642,0.003702575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003725884,"about_ca_system_score_gemma":0.002955574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003073721,"about_ca_topic_score_gemma":0.006807009,"domain_scores_codex":[0.9975767,0.0007484058,0.0003368751,0.0003349073,0.0007024871,0.0003007331],"domain_scores_gemma":[0.9920614,0.005141325,0.0005661541,0.0002350793,0.0009513226,0.001044781],"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":[0.0001735845,0.00006329828,0.002240105,0.0001644936,0.00004970074,0.01883484,0.0003263857,0.0002032957,0.0004884229,0.01056504,0.9328031,0.03408775],"study_design_scores_gemma":[0.0001525955,0.000143999,0.001728177,0.0006704392,0.00008301445,0.02831442,0.0009425421,0.0009474976,0.00041809,0.03726742,0.9292251,0.0001066681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004535188,0.001567653,0.0001171589,0.9874877,0.008182773,0.000003236516,0.00002050944,0.000009699788,0.002157748],"genre_scores_gemma":[0.01105336,0.003496834,0.0005913055,0.9276816,0.05121403,0.0000164769,0.00002849162,0.0000342623,0.005883701],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03857838,"threshold_uncertainty_score":0.02703333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299609766445101,"score_gpt":0.3281198205798462,"score_spread":0.2981588439353361,"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."}}