{"id":"W4206488680","doi":"10.1016/j.euros.2021.11.006","title":"Prostate Cancer Patients Under Active Surveillance with a Suspicious Magnetic Resonance Imaging Finding Are at Increased Risk of Needing Treatment: Results of the Movember Foundation’s Global Action Plan Prostate Cancer Active Surveillance (GAP3) Consortium","year":2022,"lang":"en","type":"article","venue":"European Urology Open Science","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"Medical Research Council; National Institute for Health and Care Research; Movember Foundation","keywords":"Medicine; Prostate cancer; Hazard ratio; Magnetic resonance imaging; Prostate; Cohort; Cancer; Retrospective cohort study; Confidence interval; Discontinuation; Radiology; Internal medicine; Oncology","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":[0.004283855,0.0002345407,0.0003441718,0.000633381,0.0002153936,0.0005913867,0.0004614484,0.0004231407,0.0008370389],"category_scores_gemma":[0.009157574,0.000122227,0.001121315,0.0009062648,0.0001939951,0.0004777263,0.0007282059,0.0004629889,0.00009604488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003622771,"about_ca_system_score_gemma":0.0006153021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005367334,"about_ca_topic_score_gemma":0.004945627,"domain_scores_codex":[0.9978733,0.001157676,0.0001140044,0.0002266426,0.0005007513,0.0001275586],"domain_scores_gemma":[0.9927757,0.003061097,0.002291498,0.0004619321,0.0007548307,0.0006549713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002728256,0.000080014,0.9817229,0.00008074338,0.0005112256,0.0000393654,0.0001009337,0.0002185225,0.0001228778,0.00003766967,0.0007282555,0.01362926],"study_design_scores_gemma":[0.0000751086,0.0003947142,0.9978137,0.00002802549,0.000356075,0.0001436343,0.0001223631,0.0004944392,0.00005302568,0.00003350832,0.0004777792,0.000007523825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951233,0.001966417,0.0002255977,0.0004462847,0.00001706112,0.00003819715,0.001316121,0.00001078092,0.0008563151],"genre_scores_gemma":[0.9982259,0.0003326556,0.000176127,0.000109133,0.00002836166,0.0000221893,0.0009813303,0.00000409888,0.0001203146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005367334,"threshold_uncertainty_score":0.02265549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044239256463294,"score_gpt":0.287818321105125,"score_spread":0.2673759285404921,"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."}}