{"id":"W2795272919","doi":"10.1016/j.euf.2018.03.008","title":"Increased Prostate Cancer Glucose Metabolism Detected by 18F-fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in Localised Gleason 8–10 Prostate Cancers Identifies Very High–risk Patients for Early Recurrence and Resistance to Castration","year":2018,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canada Foundation for Innovation; Canadian Urological Association Scholarship Fund; Canadian Urological Oncology Group","keywords":"Medicine; Prostate cancer; Prostatectomy; Biochemical recurrence; Positron emission tomography; Standardized uptake value; Biopsy; Metastasis; Stage (stratigraphy); Pathological; Prostate; Fluorodeoxyglucose; Cancer; Radiology; Urology; Nuclear medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005529102,0.0004399288,0.0005189253,0.0005647641,0.0003226503,0.00009779805,0.0002141209,0.0001120085,0.00002191889],"category_scores_gemma":[0.0001840948,0.000383639,0.0001098379,0.001044808,0.0004167135,0.0002677086,0.0001092522,0.0003727421,0.00001248429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971278,"about_ca_system_score_gemma":0.0002028226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195152,"about_ca_topic_score_gemma":0.001337141,"domain_scores_codex":[0.9965304,0.0006450585,0.0005678707,0.001028713,0.0003977325,0.0008302747],"domain_scores_gemma":[0.9981038,0.0001233048,0.0002711308,0.000421628,0.0006364803,0.0004436677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09565779,0.001160646,0.6161579,0.0005294759,0.000844134,0.0002386762,0.006205472,0.00002188543,0.1297431,0.00002182133,0.02683468,0.1225844],"study_design_scores_gemma":[0.01366541,0.003956592,0.8703184,0.0003426258,0.0003208977,0.000004366145,0.00004122215,0.0001440009,0.1049225,0.0001952436,0.005575484,0.0005132555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854664,0.009527707,0.0001407939,0.0004708314,0.0003511712,0.003018745,0.0007584936,0.0001263199,0.0001395245],"genre_scores_gemma":[0.9970412,0.000900062,0.0006340575,0.0001707996,0.0001552664,0.0003466682,0.0003543291,0.00008539183,0.0003122393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2541604,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006932126469062012,"score_gpt":0.2479069286359814,"score_spread":0.2409748021669194,"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."}}