{"id":"W4283016833","doi":"10.1016/j.prro.2022.05.018","title":"A Prospective Study of Magnetic Resonance Imaging-guided Focal Salvage High-dose-Rate Brachytherapy for Radiorecurrent Prostate Cancer: Updated Results of 30 Patients","year":2022,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; University of Ottawa","funders":"AbbVie Canada; Association of Canadian Universities for Research in Astronomy; Prostate Cancer Fight Foundation; Canadian Association of Radiation Oncology","keywords":"Medicine; Brachytherapy; Prostate cancer; Salvage therapy; Androgen deprivation therapy; Genitourinary system; Magnetic resonance imaging; Prospective cohort study; External beam radiotherapy; Radiation therapy; Prostate; Radiology; Confidence interval; Urology; Surgery; Cancer; Internal medicine; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006389316,0.0002098748,0.0006645189,0.0001513048,0.0001329078,0.000008754726,0.00008794694,0.00005250055,0.0002094916],"category_scores_gemma":[0.0006182074,0.0001908307,0.0000889826,0.0003868179,0.0001089342,0.000129115,0.00006825439,0.0002766542,0.000002353249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343788,"about_ca_system_score_gemma":0.000784132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004399126,"about_ca_topic_score_gemma":0.00004236721,"domain_scores_codex":[0.9973071,0.0004906894,0.0009079338,0.0005538102,0.0004093432,0.0003311072],"domain_scores_gemma":[0.9975289,0.0007251314,0.0007978316,0.000297728,0.0005168009,0.0001336078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03896578,0.02853401,0.5653957,0.0001073703,0.0003858311,0.00009962588,0.00576042,0.0003317933,0.0005703742,0.0008565391,0.0177703,0.3412223],"study_design_scores_gemma":[0.06886785,0.04099825,0.8154152,0.00003384999,0.0005312638,0.00001461413,0.0006142198,0.001850251,0.002282935,0.0003629007,0.06879456,0.0002341219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812836,0.002851724,0.00002976882,0.006804087,0.0006523565,0.0069935,0.001192894,0.00003970049,0.0001523737],"genre_scores_gemma":[0.9935794,0.0007691294,0.0005906682,0.0004017051,0.00007798126,0.004095778,0.0003785258,0.00003565677,0.00007115433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3409882,"threshold_uncertainty_score":0.7781849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345204341816523,"score_gpt":0.3679200558042687,"score_spread":0.3444680123861034,"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."}}