{"id":"W3082596999","doi":"10.1016/j.ijrobp.2020.08.034","title":"NRG Oncology Updated International Consensus Atlas on Pelvic Lymph Node Volumes for Intact and Postoperative Prostate Cancer","year":2020,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Advanced Accelerator Applications; Janssen Scientific Affairs; National Institute for Health and Care Research; National Institutes of Health; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Royal Marsden NHS Foundation Trust; Astellas Pharma; Elekta; Ipsen; RefleXion Medical; Varian Medical Systems; Cancer Research UK; Boston Scientific Corporation; Bayer HealthCare; Sanofi","keywords":"Medicine; Prostate cancer; Lymph node; Consensus conference; Atlas (anatomy); Oncology; General surgery; Medical physics; Internal medicine; Cancer; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002449725,0.0002647485,0.0006234662,0.0001343805,0.00008627286,0.00004046488,0.0002265219,0.0002087579,0.0001170104],"category_scores_gemma":[0.0003534672,0.0002186815,0.000196183,0.0001126253,0.0002175821,0.0001557188,0.00006680149,0.0003505583,0.00002033231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612456,"about_ca_system_score_gemma":0.001154371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004019542,"about_ca_topic_score_gemma":0.000007709475,"domain_scores_codex":[0.9982581,0.0001493917,0.0007292592,0.0003665496,0.0002502792,0.0002464292],"domain_scores_gemma":[0.9969624,0.000499735,0.0009161633,0.00009305193,0.001285041,0.0002436682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00953326,0.001228372,0.5233832,0.00002875069,0.003682105,0.0002393591,0.002975546,0.001283469,0.00578637,0.007328547,0.02357853,0.4209525],"study_design_scores_gemma":[0.05944753,0.01604458,0.09128749,0.0003596567,0.0009501509,0.0006592638,0.0009186086,0.02141416,0.0211162,0.004614102,0.7824236,0.0007646644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444833,0.001029409,0.0006992344,0.1487204,0.002844343,0.0007195385,0.0008112194,0.00004285627,0.000649687],"genre_scores_gemma":[0.979652,0.00290013,0.00243466,0.01232769,0.002032292,0.00009887716,0.0004395872,0.00003793588,0.00007684179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.758845,"threshold_uncertainty_score":0.8917573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674769905426917,"score_gpt":0.3506818034974064,"score_spread":0.3239341044431372,"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."}}