{"id":"W2057314252","doi":"10.1016/j.juro.2008.03.004","title":"Commentary on Prostate Brachytherapy for Localized Prostate Cancer","year":2008,"lang":"en","type":"letter","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Brachytherapy; Medicine; Prostate cancer; Prostate; Radiation therapy; Urology; Hormonal therapy; Cancer; Gynecology; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004145576,0.001259167,0.001580567,0.001328606,0.003166388,0.002175406,0.004060818,0.02982036,0.02257575],"category_scores_gemma":[0.03333585,0.0008327331,0.002224787,0.001303195,0.002402534,0.003312045,0.001379931,0.03115438,0.0138705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007386676,"about_ca_system_score_gemma":0.006434007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587411,"about_ca_topic_score_gemma":0.02513252,"domain_scores_codex":[0.993809,0.001614883,0.0005681037,0.0006889157,0.002859254,0.0004598013],"domain_scores_gemma":[0.9826515,0.008722355,0.0008320806,0.0003045745,0.006123313,0.001366167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001583345,0.000002946201,0.00001167709,0.00006277072,0.000003340177,0.000075601,0.00001273414,0.00000754487,0.00002171925,0.0001986123,0.9978459,0.001741337],"study_design_scores_gemma":[0.00005659499,0.0000260137,0.0002946942,0.0005606709,0.00002875703,0.0003434079,0.00009034509,0.00003676867,0.0001200805,0.0008889163,0.9975317,0.00002195222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001058859,0.007121235,0.00006843629,0.8145572,0.1713943,0.00003203998,0.0001888149,0.00003392342,0.006498193],"genre_scores_gemma":[0.001372028,0.005709103,0.0001100535,0.8653548,0.1127517,0.0000654642,0.00009109856,0.00004630434,0.01449939],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02982036,"threshold_uncertainty_score":0.07552344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307670969752938,"score_gpt":0.303142689687297,"score_spread":0.2800659799897676,"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."}}