{"id":"W2023660464","doi":"10.1016/s0090-4295(02)01712-0","title":"The ten-year rule revisited: accuracy of clinicians’ estimates of life expectancy in patients with localized prostate cancer","year":2002,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Toronto General Hospital; University of Toronto","funders":"","keywords":"Life expectancy; Medicine; Prostate cancer; Comorbidity; Prostatectomy; Watchful waiting; Cohort; Demography; Cancer; Pediatrics; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007833573,0.0001175951,0.0004154274,0.00005756125,0.00002737715,0.000003198595,0.00007155729,0.00005582287,0.0001849138],"category_scores_gemma":[0.0002543209,0.00006715558,0.00004532794,0.0001732417,0.0001592942,0.00003500511,0.00002500481,0.0001025132,0.000007926713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003713904,"about_ca_system_score_gemma":0.00005811783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088109,"about_ca_topic_score_gemma":0.00003985362,"domain_scores_codex":[0.9989868,0.00004459332,0.0004117851,0.000193845,0.0001418439,0.000221175],"domain_scores_gemma":[0.9989794,0.0002937447,0.0002601176,0.0002696005,0.0001365132,0.00006058171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00140443,0.0005673647,0.9855404,0.00006524506,0.0001156819,0.000007578778,0.0003765599,0.00003535529,0.000007855247,0.00006559771,0.0007202622,0.01109371],"study_design_scores_gemma":[0.01504531,0.004949578,0.9730713,0.000271497,0.0002294418,0.000001545128,0.0001128281,0.0004593777,0.0007728899,0.0002239378,0.004718583,0.0001437317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877585,0.009242303,0.000004965595,0.001803642,0.00006221099,0.0007047384,0.00004445158,0.0000120155,0.0003671274],"genre_scores_gemma":[0.995494,0.00372891,0.0001505312,0.0004082345,0.00001943961,0.0001357378,0.00001523508,0.00001644423,0.00003147938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364088,"threshold_uncertainty_score":0.2738525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506692936540989,"score_gpt":0.2795386503101027,"score_spread":0.2644717209446928,"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."}}