{"id":"W4412192120","doi":"10.1186/s13690-025-01642-z","title":"POPUP: an observational digital study reporting general population norms for the EQ-5D-5-L and HUI-3 in 8 countries","year":2025,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Argenx","keywords":"EQ-5D; Population; Observational study; Demography; Public health; Medicine; Anxiety; Psychology; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002769182,0.0006402548,0.0006557542,0.002135697,0.0006762945,0.001292952,0.0007871625,0.0007090989,0.001512513],"category_scores_gemma":[0.006035333,0.0007341785,0.0008111788,0.004093954,0.0007987916,0.001303825,0.001911152,0.0006677344,0.0007919046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009024381,"about_ca_system_score_gemma":0.0009832479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447537,"about_ca_topic_score_gemma":0.01075669,"domain_scores_codex":[0.9972432,0.00123211,0.0003370091,0.0005893921,0.0003701297,0.0002281972],"domain_scores_gemma":[0.9955343,0.0007265536,0.001942915,0.0008030033,0.0005925048,0.0004007074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002255795,0.0001567157,0.9963727,0.00007196813,0.0001292586,0.00007864746,0.0002870635,0.00007686297,0.00006191328,0.00005287815,0.0007720958,0.001714339],"study_design_scores_gemma":[0.0001339882,0.0004210912,0.9951825,0.00006067887,0.0001164012,0.0004448004,0.00102374,0.0002285234,0.00008493302,0.00005135697,0.002236026,0.00001595351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815993,0.000230935,0.001188038,0.00004266591,0.00001556425,0.0007407676,0.01435144,0.00002969017,0.001801717],"genre_scores_gemma":[0.9724053,0.0002139135,0.002427705,0.0002494738,0.00003024293,0.002330072,0.02180116,0.0000246099,0.0005174649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447537,"threshold_uncertainty_score":0.02878225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6623804798824486,"score_gpt":0.4798113137552758,"score_spread":0.1825691661271728,"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."}}