{"id":"W4224301258","doi":"10.1016/j.eururo.2022.03.031","title":"Intensification of Systemic Therapy in Addition to Definitive Local Treatment in Nonmetastatic Unfavourable Prostate Cancer: A Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"European Association of Urology","keywords":"Medicine; Prostate cancer; Meta-analysis; Systemic therapy; Oncology; Cancer; Internal medicine; Breast cancer","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":[0.0009306778,0.0004515484,0.007341181,0.0007909925,0.00002518044,0.000008069595,0.0001065764,0.00004711915,0.0003277129],"category_scores_gemma":[0.0001228241,0.0002890443,0.0007690742,0.001216229,0.00005703073,0.00002896165,0.00005068598,0.0002073295,0.00002485859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007534816,"about_ca_system_score_gemma":0.0002085305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003528233,"about_ca_topic_score_gemma":0.0001521579,"domain_scores_codex":[0.9946125,0.002775283,0.001521342,0.0006594171,0.0001741433,0.0002572735],"domain_scores_gemma":[0.9979399,0.000505413,0.0008499514,0.0005276134,0.00008153358,0.00009562838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001367346,0.0008794346,0.00007503523,0.7486463,0.1289615,0.0008502925,0.001704613,0.0001233941,3.925371e-7,0.00005616935,0.0001022055,0.118464],"study_design_scores_gemma":[0.001156029,0.003035132,0.00009327559,0.03335021,0.928651,0.0002311309,0.0002166565,0.00001235679,8.969211e-7,0.00000489239,0.03291753,0.0003308294],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005195816,0.989925,0.00001355282,0.000395098,0.00002257713,0.008750327,0.0007202904,0.00001302016,0.0001082259],"genre_scores_gemma":[0.003858346,0.9846789,0.00002683514,0.0008371446,0.000005256339,0.00972964,0.0007122853,0.000057086,0.00009455427],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7996896,"threshold_uncertainty_score":0.9999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232624599005695,"score_gpt":0.3546245118874924,"score_spread":0.2313620519869229,"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."}}