{"id":"W2961268067","doi":"10.1016/j.eururo.2019.06.026","title":"Re: Joaquin Mateo, Karim Fizazi, Silke Gillessen, et al. Managing Nonmetastatic Castration-resistant Prostate Cancer. Eur Urol 2019:75:285–93","year":2019,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Prostate cancer; Gynecology; San Joaquin; Cancer; Urology; Oncology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001038645,0.000979438,0.001283173,0.0006161214,0.0002399874,0.0001733771,0.0005255431,0.0003467723,0.001274108],"category_scores_gemma":[0.0001252311,0.0008129549,0.0003225282,0.0004129942,0.0003895374,0.0001718147,0.0003733845,0.003423647,0.002711735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086159,"about_ca_system_score_gemma":0.0006350008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003330873,"about_ca_topic_score_gemma":0.00007617832,"domain_scores_codex":[0.9931266,0.001656732,0.001010091,0.001649184,0.0009537599,0.001603603],"domain_scores_gemma":[0.9970337,0.0004651146,0.0005793944,0.001412689,0.0002604712,0.0002486036],"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":[0.001059101,0.0001105849,0.0006508864,0.0007687101,0.0007534252,0.02307016,0.0004801862,0.0001445002,0.001958683,0.00002268855,0.9699461,0.001034969],"study_design_scores_gemma":[0.004353781,0.001602296,0.002810553,0.0002810772,0.0006385377,0.0002881497,0.00006157041,0.0001398067,0.0001556091,0.0000444285,0.9889082,0.0007160468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00464461,0.007581656,0.00004890586,0.9495801,0.001639109,0.002790092,0.0009566221,0.0002770734,0.03248186],"genre_scores_gemma":[0.01952218,0.006169138,0.0002612048,0.8565899,0.001676346,0.0001905958,0.004993694,0.0006382095,0.1099588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0929902,"threshold_uncertainty_score":0.9996389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717421252293456,"score_gpt":0.3121072258076609,"score_spread":0.2849330132847263,"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."}}