{"id":"W2898746949","doi":"10.1016/j.eururo.2018.10.025","title":"Reasons for Discontinuing Active Surveillance: Assessment of 21 Centres in 12 Countries in the Movember GAP3 Consortium","year":2018,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Winship Cancer Institute; University of Texas MD Anderson Cancer Center; Centre hospitalier régional universitaire de Lille; Sahlgrenska Universitetssjukhuset; Monash University; Erasmus Medisch Centrum; University College Dublin; Cambridge University Hospitals; Skånes universitetssjukhus; Università degli Studi di Milano; Singapore General Hospital; National Cancer Institute; University of Toronto; Cleveland Clinic; University College London; Yonsei University; University of Cambridge; BC Cancer Agency; Movember Foundation; King's College London","keywords":"Medicine; Discontinuation; Watchful waiting; Cumulative incidence; Incidence (geometry); Prostate cancer; Confidence interval; Internal medicine; Demography; Pediatrics; Gynecology; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004547365,0.0002884827,0.0005159146,0.001635998,0.001257381,0.002165245,0.001119316,0.001039001,0.002116501],"category_scores_gemma":[0.0154174,0.0004339635,0.0007027924,0.00336684,0.0006800137,0.0009783854,0.003342089,0.0007637521,0.0002452677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040663,"about_ca_system_score_gemma":0.003908779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04762751,"about_ca_topic_score_gemma":0.06958883,"domain_scores_codex":[0.9948239,0.001872714,0.0006148028,0.0005509981,0.0009896463,0.001147914],"domain_scores_gemma":[0.9870449,0.002915223,0.005559746,0.0004876848,0.001654149,0.002338352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001331142,0.00004774316,0.9907844,0.00005543673,0.0000655072,0.0001207142,0.002460875,0.00006784216,0.000106413,0.0000837853,0.0007430481,0.005331102],"study_design_scores_gemma":[0.00001468919,0.00006038741,0.9911308,0.00009507053,0.00003175097,0.0001934772,0.006924829,0.0001299502,0.00006067663,0.00003053627,0.001314182,0.00001363067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968269,0.0008899829,0.0001113048,0.0005300528,0.00001303919,0.00005173126,0.0006572306,0.000008907678,0.0009108198],"genre_scores_gemma":[0.9981551,0.0002972498,0.0002063247,0.0002496217,0.000007384353,0.00005685119,0.0006801203,0.00001262978,0.0003347569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04762751,"threshold_uncertainty_score":0.09470057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726152057525317,"score_gpt":0.3083702278791768,"score_spread":0.2911087073039237,"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."}}