{"id":"W2913895114","doi":"10.1002/0470011815.b2a04057","title":"Utility in Health Studies","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Biostatistics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Expected utility hypothesis; Preference; Measure (data warehouse); Von Neumann–Morgenstern utility theorem; Cost–utility analysis; Utility theory; EQ-5D; Subjective expected utility; Quality (philosophy); Quality-adjusted life year; Index (typography); Quality of life (healthcare); Scale (ratio); Actuarial science; Computer science; Economics; Mathematical economics; Health related quality of life; Microeconomics; Data mining; Medicine; Operations management; Cost effectiveness","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":[0.05963166,0.001553541,0.003051326,0.01673068,0.001108532,0.008104245,0.002099484,0.00347955,0.01614163],"category_scores_gemma":[0.1886495,0.0007126029,0.00196309,0.02278208,0.007107501,0.006209123,0.005177868,0.004524036,0.001612475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005322609,"about_ca_system_score_gemma":0.00417571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709457,"about_ca_topic_score_gemma":0.0009480625,"domain_scores_codex":[0.8977625,0.08756336,0.004693598,0.00251889,0.006674661,0.0007870142],"domain_scores_gemma":[0.7471033,0.2261779,0.009488144,0.00785413,0.007803101,0.001573208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009651345,0.00005713228,0.002984618,0.005398148,0.0004447413,0.0002487189,0.0006176363,0.005050242,0.00005463587,0.8169304,0.03258514,0.1355321],"study_design_scores_gemma":[0.00004533796,0.00008554404,0.001567891,0.007052063,0.0001815718,0.0003936257,0.0004899293,0.003403713,0.00008155208,0.8990738,0.08758477,0.00004015116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00802114,0.450766,0.3026341,0.04310675,0.004941293,0.001567327,0.005790765,0.0004474304,0.1827251],"genre_scores_gemma":[0.5311288,0.2427165,0.1779374,0.01378925,0.01017768,0.007040977,0.004385721,0.0003721814,0.01245136],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05963166,"threshold_uncertainty_score":0.3153661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2572801935937939,"score_gpt":0.4550711303751445,"score_spread":0.1977909367813505,"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."}}