{"id":"W1842216030","doi":"10.1002/cncr.26631","title":"Whole‐gland salvage high‐intensity focused ultrasound therapy for localized prostate cancer recurrence after external beam radiation therapy","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Salvage therapy; Prostate cancer; High-intensity focused ultrasound; Radiation therapy; Biopsy; Surgery; Biochemical recurrence; External beam radiotherapy; Prostate-specific antigen; Magnetic resonance imaging; Prostate; Radiology; Urology; Cancer; Ultrasound; Prostatectomy; Brachytherapy; Internal medicine; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001410243,0.0003278722,0.0004932196,0.00007876857,0.000103295,0.00004226482,0.0001035537,0.0001110499,0.0007658691],"category_scores_gemma":[0.00001910989,0.0002393061,0.0001727525,0.0001654283,0.0001236193,0.0001763649,0.0000134931,0.0001540319,0.00001416866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158289,"about_ca_system_score_gemma":0.000276686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147618,"about_ca_topic_score_gemma":0.0002074677,"domain_scores_codex":[0.9983865,0.00003159242,0.0003215446,0.0005517619,0.0002477274,0.0004608956],"domain_scores_gemma":[0.9988568,0.00006948174,0.0001854185,0.0003647257,0.0003159627,0.0002076003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01365866,0.0005619681,0.6666928,0.00009127634,0.0004970497,0.00004007118,0.003199394,0.000007406959,0.008001258,0.00001913765,0.007697519,0.2995335],"study_design_scores_gemma":[0.0153179,0.001587721,0.7787964,0.0004563476,0.0001554115,0.00001141621,0.00003171794,0.00002791581,0.1561044,0.0005420377,0.04656847,0.0004002183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475857,0.04715707,0.0003180728,0.0007861991,0.001073142,0.002370776,0.000582249,0.0000739256,0.00005284098],"genre_scores_gemma":[0.9242492,0.06575334,0.0004851455,0.002915275,0.000536454,0.005454779,0.00008905225,0.00006260873,0.0004541114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2991332,"threshold_uncertainty_score":0.9758621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189497130091076,"score_gpt":0.2930481439528104,"score_spread":0.2611531726518996,"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."}}