{"id":"W2095158582","doi":"10.1016/j.brachy.2011.02.083","title":"Prostate Biopsy Improves GTV Delineation Accuracy in MRI-Guided and Tumor-Targeted Salvage HDR Brachytherapy","year":2011,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Biopsy; Brachytherapy; Radiology; Prostate; Radiation therapy; Prostate biopsy; Magnetic resonance imaging; Nuclear medicine; Sampling (signal processing); 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":[0.001254017,0.0003685724,0.0007138865,0.0005906046,0.0004218308,0.0007270441,0.0005687776,0.0006700876,0.001572682],"category_scores_gemma":[0.00534821,0.0004918505,0.0003717506,0.0002608357,0.0002504865,0.000565124,0.0004164389,0.0004578426,0.0004303156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981804,"about_ca_system_score_gemma":0.0004494313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005750762,"about_ca_topic_score_gemma":0.01258856,"domain_scores_codex":[0.9991806,0.0003090278,0.00006956331,0.0001212077,0.0002712435,0.0000483693],"domain_scores_gemma":[0.998231,0.001029935,0.000234452,0.0001662973,0.0002400935,0.00009825934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00841992,0.0002504698,0.1128727,0.0009164296,0.0004941721,0.001076491,0.0008558723,0.02194828,0.427884,0.0004220043,0.00280928,0.4220504],"study_design_scores_gemma":[0.0001774298,0.002022936,0.6187652,0.0001963268,0.001104336,0.00885404,0.0003110738,0.1414841,0.2200512,0.0005255076,0.006376086,0.0001316158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93168,0.01380813,0.04868677,0.0003932564,0.0001723256,0.00006135429,0.0002292274,0.001401455,0.003567557],"genre_scores_gemma":[0.9810782,0.0007702358,0.01664467,0.0001286532,0.0000270393,0.000009647405,0.0001163651,0.0002827129,0.0009424706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005750762,"threshold_uncertainty_score":0.01143461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025335889007037,"score_gpt":0.2907132674550766,"score_spread":0.2604599085650062,"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."}}