{"id":"W2153515948","doi":"10.1016/j.eururo.2011.03.011","title":"Salvage Radical Prostatectomy for Radiation-recurrent Prostate Cancer: A Multi-institutional Collaboration","year":2011,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Prostatectomy; Biochemical recurrence; Metastasis; Urology; Internal medicine; Oncology; Cancer; Prostate-specific antigen; breakpoint cluster region","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":[0.000212286,0.0001977401,0.0002555429,0.00009890675,0.0001461558,0.00001630446,0.00007268647,0.00004671561,0.0001507326],"category_scores_gemma":[0.0001063179,0.0001559852,0.0000850404,0.0001579927,0.0001678487,0.00009091276,0.00003051633,0.0001245192,0.00009269284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759426,"about_ca_system_score_gemma":0.0003414514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002677779,"about_ca_topic_score_gemma":0.00003330348,"domain_scores_codex":[0.9987159,0.0001200076,0.0003154958,0.0004031805,0.0001249641,0.0003204232],"domain_scores_gemma":[0.9992822,0.00004742908,0.0001301414,0.0001894777,0.0001755937,0.0001751321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01447623,0.007466652,0.2825315,0.0007473196,0.001707619,0.00162581,0.01665281,0.000285156,0.005313404,0.02147587,0.03778293,0.6099347],"study_design_scores_gemma":[0.01735125,0.004595112,0.3798142,0.00007111119,0.0004284732,0.00008194806,0.00006995982,0.00134377,0.005343808,0.0001717348,0.5903451,0.0003835525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438379,0.01585151,0.006147234,0.00979633,0.003200512,0.009729967,0.001450494,0.0005459299,0.009440147],"genre_scores_gemma":[0.9917506,0.001122609,0.003638328,0.001572537,0.0002888812,0.0008733443,0.000418117,0.00004727674,0.0002882863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6095511,"threshold_uncertainty_score":0.6360893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593865251642982,"score_gpt":0.2990693934191239,"score_spread":0.2631307409026941,"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."}}