{"id":"W2317206036","doi":"10.1016/j.brachy.2013.01.047","title":"Does Prostate Biopsy after HDR Brachytherapy Have Any Clinical Significance?","year":2013,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Prostate; Biopsy; Radiation therapy; External beam radiotherapy; Urology; Prospective cohort study; Radiology; Nuclear medicine; Cancer; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006051771,0.0006045579,0.001287396,0.001583157,0.001035111,0.002123232,0.001984492,0.00316713,0.006946723],"category_scores_gemma":[0.04859037,0.00046946,0.001117736,0.002079256,0.002407489,0.002861477,0.0006172559,0.001666766,0.001820009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008912091,"about_ca_system_score_gemma":0.001518097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715385,"about_ca_topic_score_gemma":0.005705066,"domain_scores_codex":[0.9965496,0.001014857,0.0004019301,0.0003986418,0.00111319,0.0005218011],"domain_scores_gemma":[0.9768484,0.01224753,0.004410194,0.0015741,0.003700488,0.001219356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001761526,0.00014595,0.8955603,0.0008651175,0.0004173526,0.007648613,0.0003482391,0.0001940417,0.002641001,0.001171212,0.005507752,0.08373889],"study_design_scores_gemma":[0.00006694219,0.0008373358,0.9428074,0.0007111248,0.0007227543,0.0288932,0.002248419,0.0009617624,0.002079664,0.003631803,0.01695297,0.00008666838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.768408,0.1459122,0.002567054,0.0375676,0.005436304,0.00009860551,0.000639241,0.000152472,0.03921845],"genre_scores_gemma":[0.9796695,0.01109017,0.0006918941,0.003186218,0.004001011,0.0000109808,0.0002610643,0.00003347326,0.00105579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006946723,"threshold_uncertainty_score":0.03200519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970296491699673,"score_gpt":0.3156741137439774,"score_spread":0.2959711488269807,"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."}}