{"id":"W4407485191","doi":"10.1016/j.jval.2025.02.001","title":"Statistical Methods for Analyzing EQ-5D in Randomized Clinical Trials: A Systematic Literature Review","year":2025,"lang":"en","type":"review","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Population Health Research Institute; McMaster University; Impact","funders":"EuroQol Research Foundation","keywords":"Randomized controlled trial; Systematic review; EQ-5D; Medicine; Management science; Computer science; Medical physics; Statistics; MEDLINE; Mathematics; Internal medicine; Engineering; Political science","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7283102,0.000784111,0.05010142,0.002300689,0.0001263942,0.0001675372,0.0007662341,0.0009608871,0.00007945854],"category_scores_gemma":[0.5629893,0.000735024,0.002910419,0.001664266,0.0001014455,0.0002082112,0.0001061268,0.001467153,0.0001645872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002342138,"about_ca_system_score_gemma":0.003635302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007238596,"about_ca_topic_score_gemma":0.00004404163,"domain_scores_codex":[0.6406783,0.2507461,0.1038205,0.002874412,0.0002364582,0.001644257],"domain_scores_gemma":[0.5921786,0.3787813,0.02677632,0.001618839,0.0001451045,0.0004997678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001461554,0.00009411156,0.00001325226,0.8609028,0.0002511102,0.000002135891,0.0001660704,0.00001413132,3.988764e-11,0.07770234,0.004300515,0.05640738],"study_design_scores_gemma":[0.0117915,0.00004914024,0.000001551541,0.727526,0.0003203699,0.000007636788,0.00002200648,0.006288936,2.992046e-10,0.01091086,0.242656,0.0004260236],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.821093e-8,0.847695,0.1149317,0.005696116,0.00186489,0.0283598,0.00129908,0.00003728521,0.0001160416],"genre_scores_gemma":[1.25476e-7,0.8982822,0.08661836,0.006352629,0.000436549,0.007534418,0.0004645905,0.00007832704,0.0002328378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2383555,"threshold_uncertainty_score":0.9995101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8564160676064599,"score_gpt":0.6643266082298847,"score_spread":0.1920894593765753,"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."}}