{"id":"W2585109238","doi":"10.1056/nejmoa1607529","title":"Radiation with or without Antiandrogen Therapy in Recurrent Prostate Cancer","year":2017,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":662,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Centre Hospitalier de l’Université de Montréal; Hamilton Health Sciences; Juravinski Cancer Centre; Juravinski Hospital","funders":"National Cancer Institute","keywords":"Prostate cancer; Medicine; Prostatectomy; Radiation therapy; Antiandrogen; Prostate-specific antigen; Urology; Oncology; Prostate; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003876884,0.0001372325,0.0004941698,0.0001227443,0.00006453052,0.00001827058,0.0000906674,0.00003224519,0.0001637308],"category_scores_gemma":[0.00008749813,0.0000627517,0.00003271037,0.00006694668,0.00008240718,0.0001375397,0.000007662016,0.0001969483,9.637507e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228986,"about_ca_system_score_gemma":0.0004583155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006440281,"about_ca_topic_score_gemma":0.0005770252,"domain_scores_codex":[0.9989992,0.00003245288,0.000337724,0.0001234763,0.000340499,0.0001666396],"domain_scores_gemma":[0.9988994,0.00004068937,0.0004883423,0.0002029579,0.0001456031,0.0002230258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005749994,0.00008788141,0.4972818,0.00001880361,0.0001086728,0.0003742782,0.001250274,0.000005846891,0.0001412309,0.00000369255,0.001111931,0.4938656],"study_design_scores_gemma":[0.225064,0.01590614,0.6702856,0.003739194,0.0002599398,0.0009201164,0.0001592541,0.00005279067,0.003209576,0.00009656567,0.08016273,0.0001440836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615642,0.01318172,0.00001514781,0.02412275,0.000430484,0.0003994839,0.000003491292,0.000004885584,0.0002777916],"genre_scores_gemma":[0.9466984,0.05077377,0.0001542659,0.0003711011,0.001679271,0.00001190861,0.000004085987,0.00001527658,0.0002919665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4937215,"threshold_uncertainty_score":0.255894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756548331434036,"score_gpt":0.3488097878943408,"score_spread":0.3112443045800005,"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."}}