{"id":"W3011518560","doi":"10.1016/j.eururo.2020.01.012","title":"Management of Patients with Advanced Prostate Cancer: Report of the Advanced Prostate Cancer Consensus Conference 2019","year":2020,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":395,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"Medical Research Council; National Institute for Health and Care Research; Cancer Research UK","keywords":"Prostate cancer; Medicine; Management of prostate cancer; Prostate; Voting; Delphi method; Consensus conference; Cancer; Oncology; Gynecology; Internal medicine","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":[0.0001324863,0.0002087806,0.0004079702,0.00004299631,0.00005703863,0.000004844095,0.0001985977,0.00002818291,0.00009992679],"category_scores_gemma":[0.00003404218,0.0001254022,0.0000662003,0.0002996243,0.0004363006,0.00003680974,0.0001951955,0.0002269708,0.00000912715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000500304,"about_ca_system_score_gemma":0.0002531152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004115598,"about_ca_topic_score_gemma":0.00001070119,"domain_scores_codex":[0.9981937,0.0001656008,0.0004538482,0.0004537646,0.0003708488,0.0003622147],"domain_scores_gemma":[0.9985145,0.00002968502,0.0004359524,0.0004349422,0.0004438651,0.000141055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.027683,0.0006315987,0.8508348,0.001582264,0.001418033,0.002810583,0.003819705,0.001735534,0.007836719,0.0002154198,0.003921473,0.09751087],"study_design_scores_gemma":[0.01663725,0.003647578,0.9156749,0.0004396107,0.0004607771,0.00002724783,0.0003069686,0.00007882147,0.00874084,0.00002249723,0.05365333,0.0003102071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809373,0.001886313,0.000006687038,0.009572878,0.0001838514,0.001945741,0.0002395231,0.00003847367,0.005189246],"genre_scores_gemma":[0.9937338,0.001660651,0.0002676164,0.000468304,0.0000264945,0.00007300971,0.00006573948,0.00004791098,0.003656429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09720066,"threshold_uncertainty_score":0.5113752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720519341896556,"score_gpt":0.2828804490915681,"score_spread":0.2656752556726026,"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."}}