{"id":"W2056553154","doi":"10.1200/jco.2003.09.034","title":"Do Older Men Benefit From Curative Therapy of Localized Prostate Cancer?","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Watchful waiting; Prostatectomy; Comorbidity; Cohort; Life expectancy; Radiation therapy; Cancer registry; Cancer; Internal medicine; Quality of life (healthcare); Surgery; Oncology; Population","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":[0.00271311,0.0002640442,0.0005991371,0.0003939494,0.0001065224,0.0006224256,0.0002381411,0.00056692,0.001199924],"category_scores_gemma":[0.009300293,0.000169716,0.00126552,0.0004274238,0.0002710794,0.0005622167,0.0002559964,0.0003813923,0.0001056542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969956,"about_ca_system_score_gemma":0.0003070962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180252,"about_ca_topic_score_gemma":0.003202313,"domain_scores_codex":[0.9993056,0.0004541687,0.00005269044,0.00008943,0.00005533223,0.00004284205],"domain_scores_gemma":[0.9958324,0.002427173,0.001400397,0.0001008544,0.00007642872,0.0001627598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002409095,0.0001756558,0.9095565,0.0006762714,0.002565321,0.0001780013,0.0001808105,0.02086394,0.0005185249,0.0006712346,0.0006731417,0.06153144],"study_design_scores_gemma":[0.0007631381,0.002350027,0.929854,0.0007898373,0.004258018,0.0008426815,0.0003887765,0.04990251,0.0009436528,0.006679332,0.003165811,0.00006232416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829913,0.01272631,0.00174808,0.001030082,0.00002067267,0.00003787929,0.0006143982,0.00001094134,0.000820391],"genre_scores_gemma":[0.9979973,0.001215466,0.0003640752,0.0001572817,0.00002575835,0.000008170852,0.00018605,0.00000101633,0.00004471755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00271311,"threshold_uncertainty_score":0.01434851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135699612327156,"score_gpt":0.4780592905296441,"score_spread":0.3644893292969285,"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."}}