{"id":"W4311988438","doi":"10.1016/j.eururo.2022.11.002","title":"Management of Patients with Advanced Prostate Cancer. Part I: Intermediate-/High-risk and Locally Advanced Disease, Biochemical Relapse, and Side Effects of Hormonal Treatment: Report of the Advanced Prostate Cancer Consensus Conference 2022","year":2022,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; University of British Columbia","funders":"Medical Research Council; National Institute for Health and Care Research; Cancer Research UK","keywords":"Medicine; Prostate cancer; Prostate; Cancer; Hormonal therapy; Oncology; Disease; Internal medicine; Management of prostate cancer; Hormone; 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":[0.03237732,0.0005300344,0.0008374334,0.001553658,0.0010577,0.001075232,0.000873171,0.001459616,0.001343174],"category_scores_gemma":[0.04120551,0.0003583464,0.001254627,0.001982799,0.0006698725,0.001173794,0.001712513,0.001722355,0.0003391306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264094,"about_ca_system_score_gemma":0.00678925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006058277,"about_ca_topic_score_gemma":0.008288905,"domain_scores_codex":[0.9783245,0.01392529,0.0021937,0.0007280246,0.003991136,0.0008373188],"domain_scores_gemma":[0.9638852,0.0156904,0.006777789,0.0005220081,0.01049737,0.002627246],"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":[0.0008683755,0.001076741,0.3529948,0.01025201,0.000937795,0.0007340274,0.01218302,0.003518994,0.003157547,0.001207241,0.1142981,0.4987713],"study_design_scores_gemma":[0.0007729362,0.002854303,0.844662,0.009372819,0.0005186179,0.002644863,0.02243906,0.00507768,0.003348921,0.002821762,0.1052504,0.0002366939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7473808,0.07708848,0.01584062,0.1082419,0.00217153,0.01213885,0.006701263,0.000153491,0.03028309],"genre_scores_gemma":[0.9203644,0.02767841,0.02549172,0.008238558,0.0008461293,0.007216155,0.007315899,0.00004350599,0.002805202],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03237732,"threshold_uncertainty_score":0.1712297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005719139442093395,"score_gpt":0.241095301857213,"score_spread":0.2353761624151196,"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."}}