{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008021054,0.000283396,0.0003263431,0.00159401,0.0007925252,0.001279913,0.0006888489,0.000807933,0.001601685],"category_scores_gemma":[0.003541457,0.0002735234,0.0003682451,0.0007200042,0.0009236315,0.0008509349,0.0005624027,0.0007294672,0.0003444742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579689,"about_ca_system_score_gemma":0.000532317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700837,"about_ca_topic_score_gemma":0.0038599,"domain_scores_codex":[0.9995141,0.00008335051,0.00003975291,0.00004982196,0.0001554489,0.0001574536],"domain_scores_gemma":[0.9979709,0.0007332813,0.0003501912,0.0001435856,0.0004141534,0.0003878423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002395642,0.0001027614,0.9184394,0.000113753,0.0000608509,0.02164704,0.0004057749,0.000237272,0.03250268,0.00017946,0.0003724244,0.02354291],"study_design_scores_gemma":[0.00002891,0.0006695547,0.9350125,0.00004064804,0.0003031457,0.04160766,0.001833773,0.001849751,0.01649445,0.0003792181,0.001743808,0.00003645776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918519,0.003740392,0.0008214114,0.0002636209,0.00004918903,0.00003189101,0.00008450069,0.00004310131,0.003113997],"genre_scores_gemma":[0.9991277,0.0003321059,0.0002332729,0.00003982104,0.00003385959,0.000003962694,0.00004415272,0.000006187177,0.0001790132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700837,"threshold_uncertainty_score":0.007358551,"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."}}