{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008996624,0.001057689,0.0009871846,0.0009847174,0.002236669,0.002513942,0.0008585468,0.01636235,0.04027728],"category_scores_gemma":[0.01443775,0.0005892942,0.0008599943,0.0005316728,0.0009431469,0.003256844,0.001051673,0.01756936,0.03457872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234128,"about_ca_system_score_gemma":0.002231154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006811382,"about_ca_topic_score_gemma":0.009158487,"domain_scores_codex":[0.998961,0.0001973853,0.0001155566,0.000140205,0.0004030945,0.0001827779],"domain_scores_gemma":[0.9974242,0.000745656,0.0002110902,0.00006830834,0.0008831451,0.0006676528],"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":[0.00002509448,0.00001957412,0.0003972985,0.0000293832,0.000006210711,0.001586387,0.00003057124,0.0000261847,0.00006227546,0.0002265318,0.9928576,0.004732896],"study_design_scores_gemma":[0.0001269605,0.00006855789,0.002301716,0.000780369,0.0000264884,0.01119033,0.0005502476,0.0004445516,0.0001868578,0.00277031,0.981483,0.00007054007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000567217,0.004429131,0.0001428625,0.9468704,0.03321669,0.00003242684,0.0002040766,0.0001137363,0.01442341],"genre_scores_gemma":[0.007881516,0.005831343,0.0002257719,0.8817932,0.05158844,0.00006709364,0.0001890206,0.00009217399,0.05233135],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04027728,"threshold_uncertainty_score":0.1347409,"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."}}