{"id":"W2664930764","doi":"10.1016/j.eururo.2017.06.002","title":"Management of Patients with Advanced Prostate Cancer: The Report of the Advanced Prostate Cancer Consensus Conference APCCC 2017","year":2017,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":643,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of British Columbia; Princess Margaret Cancer Centre","funders":"National Cancer Institute; Medical Research Council; Sanofi Genzyme; Astellas Pharma; National Institute for Health and Care Research; Prostate Cancer Foundation; Movember Foundation; AstraZeneca; Bristol-Myers Squibb; Swiss Cancer Research Foundation; Sanofi; Schweizerische Arbeitsgemeinschaft für Klinische Krebsforschung; Amgen; European School of Oncology; National Health and Medical Research Council; Cancer Research UK","keywords":"Medicine; Prostate cancer; Prostate; Cancer; Management of prostate cancer; Consensus conference; Prostate disease; Oncology; Gynecology; General surgery; 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":[0.0003225611,0.0002212055,0.0003777632,0.00004146436,0.0003250057,0.00001840266,0.0005014164,0.00003129313,0.00005321945],"category_scores_gemma":[0.00006654482,0.0001085069,0.00007576819,0.00009587656,0.001227433,0.00005865966,0.0003503226,0.000263358,0.000006332412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005611609,"about_ca_system_score_gemma":0.0002552041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127618,"about_ca_topic_score_gemma":0.00007352907,"domain_scores_codex":[0.9981556,0.0001853863,0.0004172829,0.0004261102,0.0004031782,0.0004124707],"domain_scores_gemma":[0.997105,0.00004261402,0.0008664835,0.001375601,0.0005226653,0.00008760652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01245604,0.0004801582,0.8637376,0.0006392959,0.001151465,0.001857238,0.001957321,0.0003920986,0.00196452,0.0003245589,0.002071234,0.1129685],"study_design_scores_gemma":[0.00713989,0.0008862444,0.9602911,0.0003083692,0.0002693191,0.00002960377,0.0001498051,0.00002237054,0.002308517,0.00004286021,0.02840417,0.0001477293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717951,0.001469433,0.000002900492,0.007928038,0.0003814503,0.002166274,0.0001604869,0.00002211276,0.01607417],"genre_scores_gemma":[0.9868783,0.002189267,0.0001161039,0.0001520892,0.00003156881,0.0001358091,0.00002590325,0.00004098523,0.01042998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1128207,"threshold_uncertainty_score":0.4522527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343196803911439,"score_gpt":0.3142505546983205,"score_spread":0.2908185866592061,"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."}}