{"id":"W2092222339","doi":"10.1016/j.eururo.2013.09.007","title":"Surgical Management of Node-positive Prostate Cancer: Perspectives from Breast Oncology","year":2013,"lang":"en","type":"letter","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Oncology; Prostate cancer; Prostate; Internal medicine; General surgery; Cancer; Management of prostate cancer; Gynecology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001865715,0.0004119047,0.0008870836,0.0002237076,0.00006553362,0.00001576815,0.0002967006,0.0003603984,0.002179734],"category_scores_gemma":[0.000006123689,0.0003134193,0.0002226735,0.0001559584,0.0006637317,0.00004240113,0.0003203895,0.001659383,0.0006204744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003616683,"about_ca_system_score_gemma":0.0001940365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004842212,"about_ca_topic_score_gemma":0.000003597879,"domain_scores_codex":[0.996842,0.0008245031,0.0004341295,0.000854274,0.0003742832,0.0006708339],"domain_scores_gemma":[0.9985843,0.0002015752,0.000263719,0.0005232827,0.0002889789,0.0001382],"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":[0.002630667,0.0004497025,0.00256683,0.0003711666,0.003692069,0.06226254,0.002482763,0.000003654067,0.0001571641,0.00006611608,0.8993698,0.02594754],"study_design_scores_gemma":[0.005297111,0.001472024,0.02513897,0.0002178076,0.0008573495,0.0005155276,0.0003409117,0.00001082003,0.00005188777,0.00004572107,0.9657378,0.0003140196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02868824,0.01172149,0.000004685326,0.8081321,0.0005543779,0.001655604,0.001559165,0.0001022076,0.1475822],"genre_scores_gemma":[0.2392763,0.06075938,0.001401232,0.4729082,0.02108024,0.0009498283,0.01360131,0.001078821,0.1889447],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3352239,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694941655526951,"score_gpt":0.2998620626426468,"score_spread":0.2829126460873773,"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."}}