{"id":"W2061565388","doi":"10.1016/j.eururo.2013.10.010","title":"Optimizing the Management of Pathologic, Possible, and Putative N1 Prostate Cancer","year":2013,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Prostate cancer; Prostate; Prostate disease; Cancer; Management of prostate cancer; Gynecology; General surgery; Pathology; 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":[0.001323323,0.0004051659,0.001033578,0.0006110013,0.00237057,0.001601831,0.001033222,0.01443963,0.00255229],"category_scores_gemma":[0.0106937,0.0003981804,0.0009791505,0.0004200817,0.001636392,0.002576586,0.001216882,0.01557932,0.001052385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199051,"about_ca_system_score_gemma":0.002596542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004180135,"about_ca_topic_score_gemma":0.01063421,"domain_scores_codex":[0.998401,0.0006373795,0.000236908,0.0001544569,0.0003268545,0.0002434101],"domain_scores_gemma":[0.9974002,0.001297588,0.0001888243,0.00009342063,0.0004297722,0.0005902165],"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":[0.0002474655,0.0002872422,0.02638458,0.0004546906,0.00007768357,0.05881679,0.0004986723,0.001575845,0.0015274,0.01018058,0.7774162,0.122533],"study_design_scores_gemma":[0.0001887605,0.0004148692,0.02046985,0.001538163,0.0001349424,0.1831363,0.001963436,0.004515906,0.001537621,0.05491026,0.7310123,0.0001775775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004320351,0.009405474,0.0006531719,0.970301,0.007340707,0.00001963862,0.00004268959,0.00002599723,0.007890935],"genre_scores_gemma":[0.1015919,0.01608271,0.002918905,0.7287698,0.14214,0.00005984271,0.0001159683,0.0000498386,0.008270914],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01443963,"threshold_uncertainty_score":0.02321088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004195404198117,"score_gpt":0.2620382111342898,"score_spread":0.2419962570923087,"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."}}