{"id":"W4392458029","doi":"10.1148/radiol.231473","title":"MRI-guided Focused Ultrasound Focal Therapy for Intermediate-Risk Prostate Cancer: Final Results from a 2-year Phase II Clinical Trial","year":2024,"lang":"en","type":"article","venue":"Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Quality of life (healthcare); Adverse effect; Biopsy; High-intensity focused ultrasound; Prospective cohort study; Magnetic resonance imaging; Contouring; Cancer; Radiology; Urology; Ultrasound; Surgery; 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":[0.002323296,0.001480591,0.001477742,0.0004266207,0.0003361151,0.001108238,0.0008017634,0.001551154,0.003136763],"category_scores_gemma":[0.001379194,0.0003315649,0.001299026,0.0003949883,0.0008207056,0.0008715654,0.0003079635,0.00252052,0.0007173038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007162549,"about_ca_system_score_gemma":0.001014661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357725,"about_ca_topic_score_gemma":0.002957093,"domain_scores_codex":[0.9994288,0.0002592503,0.00002207738,0.00006920886,0.00007203586,0.0001485255],"domain_scores_gemma":[0.9992964,0.0001507866,0.0001391682,0.00006909404,0.00006115815,0.0002834377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.515027,0.0876826,0.005889232,0.002075413,0.004333954,0.0004223811,0.0005872572,0.006492635,0.05602647,0.0006885867,0.01339687,0.3073775],"study_design_scores_gemma":[0.3660292,0.5956392,0.02166058,0.0001642703,0.001477131,0.0004535117,0.0001302296,0.00189805,0.005667201,0.0006401202,0.006155351,0.00008501385],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770957,0.01239948,0.002252768,0.001212649,0.0002749618,0.001995357,0.001476295,0.0002830015,0.003009711],"genre_scores_gemma":[0.9773551,0.007125882,0.003893259,0.002525904,0.0002812175,0.00197259,0.003334425,0.00008382319,0.003427784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003136763,"threshold_uncertainty_score":0.0122869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08976829436334402,"score_gpt":0.4150139201629723,"score_spread":0.3252456257996283,"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."}}