{"id":"W2045518612","doi":"10.5489/cuaj.11232","title":"HIFU ablation is not a proven standard treatment for localized prostate cancer","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; High-intensity focused ultrasound; Prostatectomy; Brachytherapy; Ablative case; Prostate; Urology; Management of prostate cancer; Erectile function; Radiation therapy; Cancer; Gynecology; Erectile dysfunction; Surgery; Radiology; Internal medicine; Ultrasound","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006230943,0.0003799702,0.001995959,0.0009422936,0.000511701,0.002133968,0.001510586,0.001486387,0.01180371],"category_scores_gemma":[0.01331739,0.0002301327,0.001478283,0.001051321,0.00139138,0.0009916802,0.0006859233,0.001635804,0.002333554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264126,"about_ca_system_score_gemma":0.005504046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436219,"about_ca_topic_score_gemma":0.01553713,"domain_scores_codex":[0.9933385,0.001492392,0.0007345035,0.0005090453,0.003711335,0.0002142885],"domain_scores_gemma":[0.9892831,0.006006536,0.001858941,0.0004792213,0.002107628,0.0002645762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00133024,0.0001468671,0.003542677,0.06061438,0.002359544,0.0002742071,0.00009831807,0.0002729735,0.002694967,0.004579031,0.02433705,0.8997498],"study_design_scores_gemma":[0.0009397612,0.004176571,0.03827288,0.07066641,0.004760114,0.00291707,0.0005714903,0.0003435722,0.006143617,0.008585089,0.862522,0.0001013689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004521838,0.9603544,0.002361489,0.01256757,0.001366562,0.0001769179,0.0005054909,0.00003707654,0.01810862],"genre_scores_gemma":[0.1273524,0.8449347,0.004589376,0.01091965,0.004814947,0.0002359872,0.001251235,0.00003764749,0.005864043],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01180371,"threshold_uncertainty_score":0.03948736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673826530044757,"score_gpt":0.2785125186041167,"score_spread":0.2417742533036692,"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."}}