{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003051426,0.000639811,0.001246865,0.0006125342,0.002988325,0.003403578,0.00151476,0.03152054,0.004675136],"category_scores_gemma":[0.0153831,0.0004639078,0.00112153,0.0008588614,0.003000976,0.004857069,0.001670738,0.02853265,0.001846252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004813403,"about_ca_system_score_gemma":0.004385194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004820089,"about_ca_topic_score_gemma":0.01529212,"domain_scores_codex":[0.9976514,0.0008204487,0.0002898491,0.0002360581,0.0006364659,0.000365749],"domain_scores_gemma":[0.9934056,0.003544754,0.0004967345,0.0001343309,0.001141293,0.001277257],"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":[0.0001543495,0.0001365346,0.003809893,0.00028649,0.0000426705,0.01121585,0.0004161004,0.0003145525,0.0005968585,0.007694424,0.9263474,0.04898491],"study_design_scores_gemma":[0.0002904777,0.0002417151,0.004644438,0.001585398,0.00008647564,0.02012816,0.001927221,0.0007793235,0.0003183648,0.02001546,0.9498761,0.0001068476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004957077,0.004995375,0.00005697859,0.9861323,0.006733035,0.000002728306,0.00001088307,0.000004486228,0.001568576],"genre_scores_gemma":[0.01002102,0.01576685,0.0002996651,0.8532744,0.1176182,0.0000161602,0.00002687403,0.00001723483,0.002959664],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03152054,"threshold_uncertainty_score":0.03492385,"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."}}