{"id":"W3165599343","doi":"10.1016/j.euo.2021.05.004","title":"Reply to Nicolas Mottet, Olivier Rouviere, and Theodorus H. van der Kwast. Incidental Prostate Cancer: A Real Need for Expansion in Guidelines? Eur Urol Oncol. In press","year":2021,"lang":"en","type":"letter","venue":"European Urology Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"","keywords":"Medicine; Prostate cancer; Gynecology; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001652306,0.0007256585,0.001722223,0.0008248482,0.0001198571,0.00004837437,0.0004269881,0.0008465045,0.0001465181],"category_scores_gemma":[0.0007234652,0.0006301448,0.0001951836,0.0004662867,0.0003380001,0.0001085467,0.0007198784,0.002696848,0.00004435772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042299,"about_ca_system_score_gemma":0.00142971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754469,"about_ca_topic_score_gemma":0.001688801,"domain_scores_codex":[0.9928191,0.00216089,0.001411868,0.001730999,0.0004164299,0.001460763],"domain_scores_gemma":[0.9973344,0.0006329838,0.000400244,0.0007957805,0.0005014157,0.000335184],"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":[0.007039647,0.0004859058,0.01872134,0.0004417373,0.0003429623,0.03064157,0.002400336,0.0001060338,0.0009802481,0.000007047047,0.8889608,0.04987231],"study_design_scores_gemma":[0.01305801,0.004627392,0.02230168,0.0003260594,0.0003066045,0.0007120158,0.0001608687,0.0001797908,0.00009567005,0.00005940811,0.9576555,0.0005169288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.281043,0.01445049,0.00002663966,0.6825265,0.001498624,0.008256503,0.0003456481,0.000124236,0.01172842],"genre_scores_gemma":[0.01938371,0.01347441,0.001265084,0.9268041,0.005029409,0.002848475,0.001565062,0.0005348559,0.02909493],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2616593,"threshold_uncertainty_score":0.999615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05567740448833217,"score_gpt":0.3701072313885767,"score_spread":0.3144298269002445,"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."}}