{"id":"W4407754381","doi":"10.1016/j.jvir.2024.12.316","title":"Abstract No. 262 MR-Guided Transurethral Ultrasound Ablation (TULSA) with Dose Escalation to MRI-Visible Prostate Cancer Lesions","year":2025,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Profound Medical (Canada)","funders":"","keywords":"Medicine; Prostate cancer; Ablation; Radiology; Prostate; Cancer; Urology; Nuclear medicine; 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":[0.0003953597,0.0003038284,0.0005288686,0.0002999284,0.0002860776,0.000543205,0.0003017664,0.0004527537,0.02344378],"category_scores_gemma":[0.0005814695,0.0001257138,0.0003393163,0.0001315147,0.0002162733,0.0002167076,0.0001885708,0.0007216522,0.004623732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008102,"about_ca_system_score_gemma":0.0004683611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004633454,"about_ca_topic_score_gemma":0.0009708433,"domain_scores_codex":[0.9998156,0.00004121235,0.00001960296,0.00003394351,0.00006524749,0.00002451308],"domain_scores_gemma":[0.9997867,0.00005888365,0.00003318025,0.000022304,0.00002648708,0.00007258101],"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":[0.04705084,0.003136199,0.004529692,0.002029118,0.0006010569,0.003212912,0.000178622,0.002153542,0.4406997,0.002684281,0.05271977,0.4410043],"study_design_scores_gemma":[0.01155675,0.06609153,0.06663913,0.000804003,0.001150305,0.01560788,0.0001552722,0.01453294,0.3856589,0.002845143,0.4347695,0.0001885549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7319021,0.04116295,0.04588205,0.008474861,0.005908594,0.003218261,0.006601044,0.00190785,0.1549422],"genre_scores_gemma":[0.834939,0.006945019,0.01434505,0.002712889,0.001481365,0.000381648,0.003106849,0.0003414952,0.1357467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02344378,"threshold_uncertainty_score":0.07842726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766253172830079,"score_gpt":0.3226292572692542,"score_spread":0.3049667255409534,"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."}}