{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002301433,0.0003727475,0.0003798771,0.001094589,0.0002422578,0.0008248138,0.0003659396,0.0006186031,0.00157772],"category_scores_gemma":[0.0006989134,0.0003147145,0.0003503888,0.0007763992,0.0004180231,0.0004072719,0.0002991374,0.0004570607,0.0002085223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003413808,"about_ca_system_score_gemma":0.0002443428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003204012,"about_ca_topic_score_gemma":0.006353201,"domain_scores_codex":[0.9998754,0.00003416958,0.00001087658,0.00001905644,0.00002484935,0.00003567576],"domain_scores_gemma":[0.9995833,0.00006722759,0.000163583,0.00001805459,0.00003135594,0.0001364581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009218966,0.00005653363,0.9891052,0.00002414684,0.00008714174,0.0006383523,0.00004168072,0.0001070141,0.004428359,0.00002334071,0.0001323788,0.004434002],"study_design_scores_gemma":[0.00001213653,0.0001950809,0.9971524,0.000005131297,0.00005257044,0.001503152,0.00008617536,0.0001965743,0.0006164804,0.00004243733,0.0001317991,0.000005950496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981282,0.001019897,0.00008139719,0.00006798104,0.000009843018,0.000004126097,0.00006744159,0.000007647335,0.0006133892],"genre_scores_gemma":[0.9994627,0.0001832302,0.00008598683,0.00003093,0.000009646948,0.000001375093,0.00008432924,0.000002136636,0.0001397739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003204012,"threshold_uncertainty_score":0.006370723,"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."}}