{"id":"W3194097125","doi":"10.1016/j.eururo.2021.06.004","title":"Reply to Wei Liu, Katherine Zukotynski, and Glenn Bauman’s Letter to the Editor re: Rachel M. Glicksman, Ur Metser, Douglass Vines, et al. Curative-intent Metastasis-directed Therapies for Molecularly-defined Oligorecurrent Prostate Cancer: A Prospective Phase II Trial Testing the Oligometastasis Hypothesis. Eur Urol 2021;80:374–82","year":2021,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; General surgery","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002611396,0.001433334,0.001918589,0.0005457292,0.0008574204,0.0003775923,0.0009667775,0.0002547731,0.0001660519],"category_scores_gemma":[0.003454898,0.0008378067,0.0006171826,0.001272145,0.0004617762,0.0001582429,0.001010995,0.002849282,0.00005745451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769715,"about_ca_system_score_gemma":0.0005719503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003622735,"about_ca_topic_score_gemma":0.0001219711,"domain_scores_codex":[0.9899753,0.003473807,0.001333021,0.002444814,0.001111323,0.00166168],"domain_scores_gemma":[0.9937631,0.002094734,0.0007321839,0.001789646,0.001226519,0.0003937586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0267398,0.0007438622,0.00005985424,0.0001399665,0.003778462,0.001102467,0.004253721,0.00001027614,0.002343294,0.000007964213,0.9304137,0.03040663],"study_design_scores_gemma":[0.02947121,0.01063772,0.0002518403,0.0002026742,0.001734918,0.0001086815,0.0001899628,0.00008391666,0.000960002,0.00003675953,0.955539,0.0007832769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00812287,0.0174612,0.000353505,0.9549553,0.004004208,0.01308868,0.001228595,0.0002589235,0.000526735],"genre_scores_gemma":[0.007511828,0.002926572,0.002641981,0.9461078,0.02398005,0.009828712,0.0009805404,0.0006660729,0.005356454],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02962335,"threshold_uncertainty_score":0.9998416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06072564184524586,"score_gpt":0.328905315257747,"score_spread":0.2681796734125012,"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."}}