{"id":"W2326661655","doi":"10.1097/mlr.0000000000000283","title":"Valuation and Modeling of EQ-5D-5L Health States Using a Hybrid Approach","year":2015,"lang":"en","type":"article","venue":"Medical Care","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"Instituto de Salud Carlos III","keywords":"EQ-5D; Statistics; Valuation (finance); Stratified sampling; Sampling (signal processing); Econometrics; Computer science; Sample size determination; Population; Goodness of fit; Regression analysis; Mathematics; Data mining; Medicine; Health related quality of life; Economics","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":[0.00964168,0.00110445,0.0009986326,0.002332177,0.000379282,0.002521188,0.002189701,0.001368648,0.003926332],"category_scores_gemma":[0.02030948,0.0005766521,0.003205525,0.001926226,0.0009049066,0.001800126,0.0016397,0.001343967,0.0003135632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928858,"about_ca_system_score_gemma":0.0008305486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005078331,"about_ca_topic_score_gemma":0.002524432,"domain_scores_codex":[0.9921591,0.006237838,0.0002386878,0.0006145175,0.0005410723,0.0002087313],"domain_scores_gemma":[0.9782972,0.0197908,0.0007694084,0.0004707306,0.0005602364,0.000111639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002312507,0.0002007564,0.01174712,0.0002252478,0.0004300997,0.0002187751,0.0006407645,0.9151173,0.0008244463,0.04238032,0.0002642827,0.02771975],"study_design_scores_gemma":[0.00001812788,0.000117356,0.001489629,0.0000244489,0.00004935404,0.0000355933,0.00008325496,0.986055,0.0001488673,0.01161524,0.0003441072,0.00001903637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1456127,0.000288608,0.8496065,0.0002727575,0.00002912633,0.0004032173,0.0004805596,0.0001379439,0.003168604],"genre_scores_gemma":[0.8059689,0.0002838449,0.1897643,0.00007426999,0.00002772336,0.001574728,0.0005306721,0.00002840563,0.001747116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00964168,"threshold_uncertainty_score":0.0509907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6515220237106037,"score_gpt":0.4601764970475003,"score_spread":0.1913455266631034,"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."}}