{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01214794,0.002231085,0.01954064,0.004441271,0.000493561,0.003059922,0.00203482,0.002044017,0.00424603],"category_scores_gemma":[0.02553259,0.001207382,0.03243747,0.005753879,0.0008125103,0.001606544,0.001238349,0.001811725,0.0003133065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018232,"about_ca_system_score_gemma":0.003866167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007191438,"about_ca_topic_score_gemma":0.01647181,"domain_scores_codex":[0.9929996,0.003372864,0.001975826,0.0007171768,0.0007002809,0.0002343179],"domain_scores_gemma":[0.9831792,0.01209717,0.003149132,0.0004004805,0.0009191136,0.0002548847],"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":[0.002775144,0.00002971446,0.001700164,0.5661149,0.4155827,0.00007345637,0.00006422536,0.00040101,0.0001806838,0.0001061741,0.0004861997,0.01248558],"study_design_scores_gemma":[0.001050865,0.0003009299,0.002239629,0.04650558,0.9478281,0.00006897278,0.00003848972,0.0001335565,0.00009882175,0.0001512421,0.001562286,0.00002161969],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003596243,0.9949939,0.0003178485,0.0001540862,0.0001312182,0.0002586499,0.0003230205,0.00001809711,0.0002068929],"genre_scores_gemma":[0.1371401,0.8577314,0.001690801,0.001193945,0.0002619321,0.001058263,0.0006002274,0.00003091389,0.0002923896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01954064,"threshold_uncertainty_score":0.06424528,"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."}}