{"id":"W4394989576","doi":"10.1016/j.jval.2024.04.010","title":"Health Fluctuations in Dementia and its Impact on the Assessment of Health-Related Quality of Life Using the EQ-5D-5L","year":2024,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Impact","funders":"EuroQol Research Foundation","keywords":"Dementia; Quality of life (healthcare); EQ-5D; Health related quality of life; Environmental health; Medicine; Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08038151,0.0002042233,0.001483775,0.0005831377,0.0002604745,0.00004668562,0.0002537467,0.00009740035,0.0001095587],"category_scores_gemma":[0.002137099,0.0001670509,0.0001271248,0.0008034137,0.00008562201,0.0002035388,0.00005915346,0.000458175,0.0000202443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792158,"about_ca_system_score_gemma":0.00347741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08636415,"about_ca_topic_score_gemma":0.001186906,"domain_scores_codex":[0.985494,0.004375215,0.008807399,0.0005227234,0.0002140884,0.0005865275],"domain_scores_gemma":[0.9916281,0.003980879,0.003629857,0.0005240953,0.0000458645,0.0001911662],"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":[0.00002143188,0.0003192991,0.1906108,0.005157666,0.0002018771,3.014801e-7,0.01370564,0.07610758,0.000004482011,0.7110665,0.002074795,0.0007296161],"study_design_scores_gemma":[0.000577639,0.0002840817,0.618304,0.00106172,0.000002899211,0.000001903779,0.001684073,0.3637931,7.70409e-7,0.01377164,0.0003585861,0.0001596062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7954255,0.03273147,0.0008901231,0.1683034,0.0004076758,0.001738517,0.0003588274,0.00001886957,0.0001256892],"genre_scores_gemma":[0.9923229,0.001484254,0.0005965049,0.005434954,0.00005149352,0.00004965836,0.00001939161,0.00002772392,0.00001312496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6972948,"threshold_uncertainty_score":0.9469408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5423338103566373,"score_gpt":0.4999210226402113,"score_spread":0.04241278771642598,"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."}}