{"id":"W2528340152","doi":"10.1007/s40258-016-0282-x","title":"Utility Estimates of Disease-Specific Health States in Prostate Cancer from Three Different Perspectives","year":2016,"lang":"en","type":"article","venue":"Applied Health Economics and Health Policy","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Prostate cancer; Medicine; Population; Sexual function; Disease; Prostate; Cancer; Demography; Gynecology; Statistics; Internal medicine; Mathematics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006765307,0.000451109,0.002510558,0.0006572445,0.0003827371,0.00005993074,0.0003054898,0.0001089822,0.0001974397],"category_scores_gemma":[0.0001595423,0.0004505052,0.0001147995,0.0002065681,0.0002781011,0.0002797807,0.0001315077,0.0002415861,0.00008707199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00302355,"about_ca_system_score_gemma":0.002871049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07629058,"about_ca_topic_score_gemma":0.03004908,"domain_scores_codex":[0.9910794,0.000207014,0.006024325,0.001281386,0.00008476229,0.001323135],"domain_scores_gemma":[0.9926829,0.0008949472,0.004426878,0.0007652594,0.00004571489,0.001184335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001885767,0.0003047226,0.3017978,0.001581922,0.00006830403,1.819925e-7,0.01213671,0.00008582693,7.283489e-7,0.656407,0.005729728,0.02169851],"study_design_scores_gemma":[0.002348658,0.0001884684,0.7456403,0.000396099,0.000001904196,4.290687e-7,0.001817466,0.001435686,0.000002421545,0.2220268,0.02570785,0.0004338593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4577604,0.0377956,0.0008168944,0.4955826,0.0002307017,0.002320433,0.005279019,0.00005392278,0.0001604515],"genre_scores_gemma":[0.8323929,0.1422349,0.001180736,0.02314416,0.0004220334,0.0004025729,0.0001110938,0.00007684961,0.00003471757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4724384,"threshold_uncertainty_score":0.9997947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3150880485368211,"score_gpt":0.4509840434209748,"score_spread":0.1358959948841537,"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."}}