{"id":"W2030891824","doi":"10.1016/j.ijrobp.2008.05.003","title":"An Eight-Year Experience of HDR Brachytherapy Boost for Localized Prostate Cancer: Biopsy and PSA Outcome","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Medicine; Brachytherapy; Prostate cancer; Interquartile range; Biopsy; Urology; Prostate-specific antigen; Prostate; Prostate biopsy; External beam radiotherapy; Radiation therapy; Radiology; Nuclear medicine; Surgery; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052856,0.000165648,0.0005231876,0.0001099257,0.0000709975,0.00001075866,0.0001628361,0.0001226217,0.00004033392],"category_scores_gemma":[0.00007292464,0.0001309922,0.0001525185,0.00009301845,0.0002808135,0.0002475896,0.00001899415,0.000156243,0.000001665183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396723,"about_ca_system_score_gemma":0.0004159659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005492259,"about_ca_topic_score_gemma":0.000004306489,"domain_scores_codex":[0.9986562,0.00007136578,0.0006855015,0.0002149635,0.0001937943,0.0001782196],"domain_scores_gemma":[0.9979609,0.0001862983,0.0008654303,0.0001249393,0.0007213803,0.0001410871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001506728,0.000615922,0.9270244,0.00001623496,0.0004406554,0.00003873854,0.001906986,0.00009714957,0.006421289,0.002030585,0.0002481873,0.05965316],"study_design_scores_gemma":[0.0687427,0.01955752,0.7086969,0.0003827717,0.0006129791,0.001644945,0.0009542626,0.004164779,0.08739068,0.01040412,0.09662172,0.0008266302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916873,0.001797678,0.00259546,0.002270817,0.0009277711,0.000421736,0.0002396476,0.00001500301,0.00004457786],"genre_scores_gemma":[0.9862049,0.007411094,0.004605603,0.0008040228,0.0007539071,0.00008142066,0.00008560732,0.00002241919,0.00003097526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2183275,"threshold_uncertainty_score":0.5341707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391323345830358,"score_gpt":0.3749366817634829,"score_spread":0.3410234483051793,"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."}}