{"id":"W4410056786","doi":"10.1007/s11136-025-03983-2","title":"EuroQol data for assessment of population health needs and instrument evaluation (EQ-DAPHNIE): a study for enhancing population health assessment","year":2025,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Minority Health and Health Disparities; EuroQol Research Foundation","keywords":"Public health; Quality of Life Research; EQ-5D; Population; Population health; Medicine; Environmental health; Quality of life (healthcare); Health related quality of life; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1241296,0.0009677707,0.001116448,0.004979609,0.001513208,0.003401641,0.002092225,0.001259024,0.004672433],"category_scores_gemma":[0.2342678,0.0006518498,0.002177063,0.009556528,0.001779381,0.006160846,0.006257505,0.002952199,0.001093727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004001561,"about_ca_system_score_gemma":0.011757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007178554,"about_ca_topic_score_gemma":0.003644259,"domain_scores_codex":[0.9165806,0.0604481,0.006895312,0.003074543,0.01182778,0.001173647],"domain_scores_gemma":[0.8760806,0.07155033,0.01239521,0.01344208,0.02410362,0.002428077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001025112,0.0008837001,0.2969121,0.004007062,0.001008519,0.0001321945,0.006187784,0.002610899,0.0006124128,0.0671697,0.1136494,0.5058011],"study_design_scores_gemma":[0.001287656,0.002181408,0.5298542,0.01223335,0.001175699,0.0008999538,0.006842898,0.009450415,0.003139587,0.03980071,0.3927792,0.0003549103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2659908,0.02276898,0.4369717,0.03752918,0.00280867,0.03275833,0.1239185,0.001968567,0.0752853],"genre_scores_gemma":[0.5167245,0.006357084,0.3488087,0.007174364,0.0005204477,0.06010776,0.05620611,0.0006822704,0.003418687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1241296,"threshold_uncertainty_score":0.6564677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6853116715551428,"score_gpt":0.6813056470001622,"score_spread":0.004006024554980669,"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."}}