{"id":"W2001798405","doi":"10.1007/s00345-014-1433-z","title":"Outcome of repeated prostatic biopsy during active surveillance: implications for focal therapy","year":2014,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Nephrology; Biopsy; Internal medicine; Prostate; Urology; Surgery; Intensive care medicine; Cancer","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":[0.001507733,0.0003042975,0.000802001,0.0006046486,0.0007509678,0.001341043,0.0007387555,0.0009059673,0.002082922],"category_scores_gemma":[0.01408691,0.0001501954,0.000885286,0.0006619649,0.0005294739,0.00103728,0.0007830831,0.001138925,0.000290431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005834,"about_ca_system_score_gemma":0.0009559304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003713793,"about_ca_topic_score_gemma":0.003884792,"domain_scores_codex":[0.9982108,0.0005701872,0.0001660727,0.000237233,0.0003974079,0.0004181906],"domain_scores_gemma":[0.9915638,0.003365085,0.002534891,0.0005433171,0.0008980719,0.001094769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177451,0.0001643385,0.9746614,0.00006363835,0.0002195149,0.001923663,0.0001580119,0.0003467869,0.000651973,0.0001578455,0.0002919187,0.0195865],"study_design_scores_gemma":[0.00001695233,0.0006754337,0.9942328,0.00003671788,0.0001968515,0.003301974,0.0003185853,0.0005070971,0.0001413703,0.0003257368,0.0002296284,0.00001677588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990383,0.004034539,0.0003842879,0.0009723554,0.00006738306,0.00001711234,0.0002664345,0.00001642601,0.003858355],"genre_scores_gemma":[0.9992027,0.0002926969,0.00005530532,0.00007186362,0.00008359867,0.00000253932,0.0001681684,0.000004690227,0.0001185157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003713793,"threshold_uncertainty_score":0.007973731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801044661326341,"score_gpt":0.3273657106281954,"score_spread":0.299355264014932,"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."}}