{"id":"W1576863358","doi":"10.1111/j.1464-410x.2011.10119.x","title":"Upgrade in Gleason score between prostate biopsies and pathology following radical prostatectomy significantly impacts upon the risk of biochemical recurrence","year":2011,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Prostatectomy; Medicine; Prostate cancer; Biochemical recurrence; Pathological; Prostate; Biopsy; Prostate-specific antigen; Urology; Cancer; 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":[0.001343788,0.0002116925,0.0003011195,0.0005224356,0.0001712463,0.0005847895,0.0003001272,0.0003966953,0.002564313],"category_scores_gemma":[0.00876812,0.0001945056,0.0007659646,0.000635942,0.0002048609,0.0004385629,0.0005604765,0.0005419943,0.0002284792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745936,"about_ca_system_score_gemma":0.0003012487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073858,"about_ca_topic_score_gemma":0.003402257,"domain_scores_codex":[0.9986072,0.0005982675,0.0001198399,0.000248392,0.0002371901,0.0001891073],"domain_scores_gemma":[0.9925997,0.003313391,0.002722222,0.0004198404,0.000250055,0.000694749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002174095,0.00001294893,0.9977257,0.0000055059,0.00006549668,0.00004468948,0.00001154199,0.00005565171,0.00009212038,0.000007134486,0.00004134942,0.001720516],"study_design_scores_gemma":[0.000004189754,0.00009799132,0.9992272,0.000004140803,0.00004332477,0.0003035093,0.00002896452,0.0001726547,0.00004094766,0.00001132551,0.00006324509,0.000002484005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989183,0.000451444,0.0001179784,0.00005978212,0.000008223888,0.000004076003,0.0001534501,0.000004972874,0.0002818802],"genre_scores_gemma":[0.9996414,0.00006444838,0.00005561263,0.000013593,0.00001048214,9.222194e-7,0.0001568195,0.000001275945,0.00005537067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564313,"threshold_uncertainty_score":0.008578479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240704340474652,"score_gpt":0.2593442561768161,"score_spread":0.2369372127720696,"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."}}