{"id":"W4224084882","doi":"10.1016/j.eururo.2022.04.002","title":"Management of Patients with Advanced Prostate Cancer: Report from the Advanced Prostate Cancer Consensus Conference 2021","year":2022,"lang":"en","type":"review","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre; University of British Columbia","funders":"National Health and Medical Research Council; Swiss Cancer Research Foundation; Astellas Pharma; Medical Research Council; Peter MacCallum Foundation; National Institute for Health and Care Research; Advanced Accelerator Applications; European School of Oncology; Prostate Cancer Foundation; Movember Foundation; AstraZeneca; Pfizer; Amgen","keywords":"Medicine; Prostate cancer; Voting; Consensus conference; Delphi method; Family medicine; Disease; Management of prostate cancer; Prostate; Cancer; Medical physics; Intensive care medicine; Gynecology; Internal medicine; Artificial intelligence; Political science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004025213,0.0006531235,0.00172569,0.0001297205,0.0002029651,0.00002283287,0.0004862105,0.0000815141,0.00168326],"category_scores_gemma":[0.00005091704,0.0003800796,0.0002529726,0.000523614,0.0005170801,0.0000427271,0.0005376426,0.0009215863,0.00003792695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214817,"about_ca_system_score_gemma":0.001003517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000157461,"about_ca_topic_score_gemma":0.00003980995,"domain_scores_codex":[0.9955705,0.0008515835,0.001014303,0.001161024,0.0006920544,0.0007105699],"domain_scores_gemma":[0.9968584,0.0002718315,0.001165295,0.001195221,0.0003222112,0.0001870591],"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":[0.002295097,0.000237343,0.003140547,0.003295708,0.001934337,0.005500128,0.0003446196,0.00002805058,0.000001227473,0.00001519092,0.001358674,0.9818491],"study_design_scores_gemma":[0.004143434,0.000956301,0.004528433,0.003215319,0.002171879,0.00004340633,0.0001168773,0.000001843838,0.000002709765,0.000008017621,0.9844489,0.0003628968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004510748,0.9809618,0.000001563262,0.0008987524,0.0006139722,0.00543144,0.002003936,0.00005429203,0.0055235],"genre_scores_gemma":[0.001069884,0.9855077,0.0001620078,0.0001575823,0.0001094799,0.001390597,0.002739906,0.0001811452,0.008681695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9830902,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961115593197285,"score_gpt":0.3392214865736267,"score_spread":0.2996103306416538,"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."}}