{"id":"W2040008722","doi":"10.1136/bmj.b4817","title":"Quality of life three years after diagnosis of localised prostate cancer: population based cohort study","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Cancer Council NSW; National Health and Medical Research Council; Medical Research Council; Cancer Institute NSW; U.S. Department of Veterans Affairs","keywords":"Prostate cancer; Cohort; Medicine; Cancer; Prostate; Quality of life (healthcare); Cohort study; Oncology; Population; Internal medicine; Environmental health","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":[0.0003440869,0.0001152852,0.0004747738,0.00006333348,0.0000130848,0.000004617576,0.0000409345,0.00004094889,0.0001393094],"category_scores_gemma":[0.00008776996,0.00009617791,0.00009952865,0.0001639652,0.00002474751,0.00004284577,0.00001074885,0.00005021459,0.000002304751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124735,"about_ca_system_score_gemma":0.000144647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004011365,"about_ca_topic_score_gemma":0.0007462828,"domain_scores_codex":[0.9986576,0.00006177042,0.0005422952,0.0002197081,0.0003819657,0.0001366631],"domain_scores_gemma":[0.9991145,0.00006067373,0.0002547142,0.0003451827,0.0001289746,0.00009592339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009243908,0.001466703,0.9851381,0.00008707475,0.0001331421,0.0000140579,0.0001663225,0.0001010152,0.00002331391,0.000008032392,0.0006947872,0.01124302],"study_design_scores_gemma":[0.003256404,0.0009410175,0.9944402,0.0001691099,0.000171694,1.556775e-7,0.00003740335,0.00005309809,0.0007287287,0.00004779671,0.0000649581,0.00008945144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994743,0.0006966369,0.0000108629,0.001595377,0.00006730714,0.002675746,0.000110068,0.00002043301,0.00008050388],"genre_scores_gemma":[0.9981598,0.0001165796,0.0001438718,0.0004488701,0.00005324423,0.0010025,0.00004803979,0.00001124447,0.00001591025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115356,"threshold_uncertainty_score":0.606401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103650683927682,"score_gpt":0.3504110323779558,"score_spread":0.319374525538679,"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."}}