{"id":"W4323928271","doi":"10.1056/nejmoa2214122","title":"Fifteen-Year Outcomes after Monitoring, Surgery, or Radiotherapy for Prostate Cancer","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":751,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Health Technology Assessment Programme; University of Oxford; National Institute for Health and Care Research; Department of Health and Social Care; Cancer Research UK","keywords":"Prostate cancer; Medicine; Radiation therapy; Cancer; General surgery; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001852514,0.0002855531,0.0005709918,0.0004226704,0.0004737917,0.0007177879,0.0003860312,0.0005804711,0.001531392],"category_scores_gemma":[0.004716591,0.0001464249,0.00102194,0.000497409,0.0004612516,0.0006075189,0.0008919214,0.0006402517,0.0001709583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007646632,"about_ca_system_score_gemma":0.0006614314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733439,"about_ca_topic_score_gemma":0.003930018,"domain_scores_codex":[0.9990104,0.0002768441,0.0001158863,0.0001822755,0.0001625396,0.0002520262],"domain_scores_gemma":[0.9948543,0.0007756215,0.002443365,0.000198154,0.0003711687,0.001357519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004487004,0.0003176189,0.987071,0.00007455656,0.000404621,0.0001076701,0.00007805447,0.0003036017,0.00008673723,0.00002879149,0.0003294877,0.006710917],"study_design_scores_gemma":[0.0002162717,0.003563795,0.9947734,0.00003011325,0.0002595274,0.000273338,0.00008446429,0.0001783352,0.000108548,0.00007021273,0.0004281944,0.00001371793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973215,0.001394517,0.00005780647,0.00009455335,0.00002834937,0.00002019978,0.0005611907,0.000004241593,0.0005177276],"genre_scores_gemma":[0.9985525,0.0002121944,0.00002396429,0.00005416561,0.00003278071,0.00001094636,0.0009525409,0.000001056644,0.0001599851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733439,"threshold_uncertainty_score":0.009797156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434394595910271,"score_gpt":0.3537214353944533,"score_spread":0.3102819758034263,"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."}}