{"id":"W2799460967","doi":"10.1016/j.eururo.2018.03.017","title":"Are There Extended Benefits with Extended Lymph Node Dissection During Radical Prostatectomy?","year":2018,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Prostatectomy; Dissection (medical); Lymph node; Urology; Surgery; General surgery; Prostate cancer; 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"],"consensus_categories":[],"category_scores_codex":[0.0001570645,0.0006689428,0.0008153251,0.0002258961,0.0002018522,0.00005020364,0.0002254932,0.0003912376,0.0004346942],"category_scores_gemma":[0.00006062644,0.0004796051,0.0001855835,0.0001828051,0.0003851113,0.0000641791,0.0001292447,0.001186564,0.0005101985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834525,"about_ca_system_score_gemma":0.0001064485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001225523,"about_ca_topic_score_gemma":0.00001004889,"domain_scores_codex":[0.9967161,0.0004054979,0.0004503468,0.001191348,0.0004049964,0.0008317474],"domain_scores_gemma":[0.9981439,0.00007717519,0.000511852,0.0008918024,0.0001775608,0.0001977022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008700442,0.001881973,0.09214386,0.00238417,0.003812575,0.2055205,0.0006046989,0.00004221307,0.0005137715,0.00005903164,0.6704739,0.01386284],"study_design_scores_gemma":[0.00611774,0.001983405,0.7257275,0.0005678541,0.0007417356,0.003436804,0.00002018524,0.000008298802,0.0005773665,0.00002951774,0.2602176,0.0005720088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6865773,0.003526309,0.00003093568,0.292965,0.001012622,0.001776093,0.0002277541,0.0006180723,0.0132659],"genre_scores_gemma":[0.6221296,0.0009494626,0.0002437155,0.3615709,0.009123923,0.000301029,0.001006891,0.0006140815,0.004060494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6335837,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507638196279241,"score_gpt":0.2379103954987359,"score_spread":0.2228340135359435,"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."}}