{"id":"W2529500151","doi":"10.1016/j.brachy.2016.04.329","title":"Toxicities, Quality of Life and MRI Response to Focal Salvage HDR Prostate Brachytherapy for Locally Recurrent Prostate Cancer after External-Beam Radiotherapy","year":2016,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; External beam radiotherapy; Prostate; Cryotherapy; Radiation therapy; Radiology; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009859696,0.0005443116,0.001068452,0.0002170813,0.0001033883,0.00005486448,0.000146512,0.0001584731,0.0002373387],"category_scores_gemma":[0.0001134789,0.0003627111,0.0002818416,0.0002455904,0.0002523616,0.0002303918,0.0000371505,0.0001408408,0.00000581652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004789089,"about_ca_system_score_gemma":0.0006149175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001527972,"about_ca_topic_score_gemma":0.0001508352,"domain_scores_codex":[0.9966007,0.0002565102,0.0009935732,0.0008971825,0.0005183598,0.0007336664],"domain_scores_gemma":[0.9973981,0.0005992845,0.0003760233,0.0006790103,0.0003426009,0.0006050008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1738989,0.001051583,0.185654,0.0004413844,0.0007294622,0.0000430176,0.004247314,0.00001275508,0.177651,0.00015265,0.002647881,0.4534701],"study_design_scores_gemma":[0.04595813,0.02026669,0.7123063,0.002838532,0.0001301583,0.0000419633,0.0002204238,0.00005150414,0.09964626,0.0007952114,0.1164264,0.00131845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367905,0.03597603,0.005154136,0.0161783,0.0003565974,0.004437055,0.001002859,0.0000938021,0.00001069235],"genre_scores_gemma":[0.9450647,0.03462235,0.004640341,0.008445145,0.0004130583,0.004910625,0.00001938162,0.000169295,0.001715108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5266523,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122723525881825,"score_gpt":0.3266271373778051,"score_spread":0.3053999021189868,"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."}}