{"id":"W2098622543","doi":"10.1148/radiol.12112263","title":"MR Imaging–controlled Transurethral Ultrasound Therapy for Conformal Treatment of Prostate Tissue: Initial Feasibility in Humans","year":2012,"lang":"en","type":"article","venue":"Radiology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Prostatectomy; Prostate cancer; Prostate; Magnetic resonance imaging; Ultrasound; Urology; Nuclear medicine; Cancer; Radiology; Internal medicine","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":[0.000274766,0.0002028653,0.0008430762,0.0000816152,0.00003712558,0.000004262247,0.00004102611,0.00008274805,0.0001060251],"category_scores_gemma":[0.00003464392,0.0001394557,0.0001802459,0.00005833254,0.0001692159,0.00008609034,0.000002764834,0.00005765963,0.000002676617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682557,"about_ca_system_score_gemma":0.0001231321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113099,"about_ca_topic_score_gemma":0.00003964432,"domain_scores_codex":[0.9987129,0.00008881691,0.000438301,0.0002207193,0.00007668212,0.0004625546],"domain_scores_gemma":[0.9991835,0.000316534,0.0001095214,0.0002148619,0.00006111341,0.0001144201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01110734,0.002283516,0.9558409,0.00005233564,0.0002993559,0.0000158917,0.004589282,0.000004241792,0.005511606,0.0004408952,0.0001170463,0.01973755],"study_design_scores_gemma":[0.1213692,0.01028919,0.8106647,0.00003701013,0.0002691738,0.0001371919,0.0002462321,0.00002879876,0.04740973,0.0003297062,0.008975492,0.0002435535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985985,0.008774292,0.00005991568,0.0005792619,0.0002693196,0.003723745,0.0001463537,0.00002224462,0.0004398534],"genre_scores_gemma":[0.9963776,0.001703612,0.0002577152,0.0001692686,0.0002052228,0.001021012,0.0001779003,0.00001826616,0.00006942765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451763,"threshold_uncertainty_score":0.5686837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943950274694705,"score_gpt":0.3595040027418764,"score_spread":0.3200644999949294,"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."}}