{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002015282,0.0003091929,0.0004748834,0.00008399355,0.00007264027,0.00002301206,0.0001504208,0.0001190716,0.0001186285],"category_scores_gemma":[0.000006993576,0.0001808367,0.00008904134,0.00009007841,0.0003337412,0.00003093038,0.0002356832,0.0006937391,0.00006256038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376402,"about_ca_system_score_gemma":0.00003107095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003683509,"about_ca_topic_score_gemma":6.217062e-7,"domain_scores_codex":[0.9983088,0.0003190183,0.0003343807,0.000500627,0.0001638918,0.0003732356],"domain_scores_gemma":[0.9990646,0.00009967994,0.0002970943,0.0003928774,0.00009404425,0.00005168584],"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":[0.0002345475,0.0001542871,0.004530936,0.001330406,0.002485723,0.02153006,0.003318425,0.00008592126,0.00004233785,0.0001402772,0.8907934,0.07535362],"study_design_scores_gemma":[0.002671045,0.00197451,0.06100755,0.0003478386,0.001758983,0.0002932611,0.0001763638,0.00003185699,0.0001121497,0.0002132309,0.931057,0.0003561623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03311823,0.0274091,0.00003418189,0.8976087,0.0005773388,0.002864219,0.0002409678,0.00008622368,0.03806102],"genre_scores_gemma":[0.05606299,0.04059896,0.002174735,0.8877665,0.001158661,0.000767746,0.0004062434,0.0002089216,0.01085528],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07499745,"threshold_uncertainty_score":0.7374306,"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."}}