{"id":"W2019313566","doi":"10.1016/j.brachy.2014.10.003","title":"The clinical significance of persistent cancer cells on prostate biopsy after high-dose-rate brachytherapy boost for intermediate-risk prostate cancer","year":2014,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Biopsy; Urology; Brachytherapy; Prostate; Radiation therapy; Prospective cohort study; Prostate-specific antigen; External beam radiotherapy; Prostate biopsy; Cancer; Nuclear medicine; Radiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001303408,0.0005972134,0.00101302,0.0001065475,0.0003040743,0.0000896727,0.0002730189,0.0001974959,0.00013535],"category_scores_gemma":[0.0001059577,0.0003756756,0.0008634084,0.0002664297,0.0005545983,0.000127998,0.00003814437,0.0004433322,0.00002690443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050891,"about_ca_system_score_gemma":0.000434644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005925821,"about_ca_topic_score_gemma":0.0003215226,"domain_scores_codex":[0.996057,0.0003801152,0.00125271,0.0009964152,0.0004537824,0.0008600131],"domain_scores_gemma":[0.9960802,0.001242408,0.0009373769,0.0009418341,0.0004585681,0.0003395636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03532982,0.001994628,0.2822703,0.0004426219,0.002749394,0.00003469735,0.001968575,0.0007035608,0.006608951,0.000249776,0.005778171,0.6618695],"study_design_scores_gemma":[0.03266468,0.02202878,0.6352221,0.001615915,0.001225219,0.0000117221,0.000363437,0.002103944,0.06858372,0.0008853155,0.2339505,0.001344744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755195,0.01028385,0.00006355897,0.005846804,0.002123983,0.004803817,0.001213174,0.00008750776,0.0000577939],"genre_scores_gemma":[0.9221789,0.06449351,0.0003407654,0.002927186,0.0008971238,0.007400046,0.00006151449,0.000152313,0.001548629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6605248,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152027591799359,"score_gpt":0.3201364464599705,"score_spread":0.2986161705419769,"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."}}