{"id":"W4410254351","doi":"10.1007/s40273-025-01483-2","title":"The Use of EQ-5D in the Middle East and North Africa Region: A Systematic Literature Review","year":2025,"lang":"en","type":"review","venue":"PharmacoEconomics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Health Technology Assessment international; King Hussein Cancer Center","keywords":"Quality of Life Research; Middle East; Health economics; Public health; Health administration; Systematic review; Geography; Environmental health; Medicine; MEDLINE; Political science; Nursing; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01759008,0.001710438,0.007699533,0.01729765,0.001105035,0.003289826,0.002085484,0.002267096,0.003259742],"category_scores_gemma":[0.06357254,0.00134291,0.006663582,0.0154345,0.001240441,0.003876842,0.002252208,0.001359376,0.0002911068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006056445,"about_ca_system_score_gemma":0.02402988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027789,"about_ca_topic_score_gemma":0.02765368,"domain_scores_codex":[0.983107,0.006391368,0.005807149,0.001082202,0.003086773,0.0005254411],"domain_scores_gemma":[0.9562508,0.02962391,0.009033677,0.0006225241,0.004043872,0.000425274],"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":[0.00009511497,0.00001330952,0.001308638,0.9652811,0.004093705,0.0001343099,0.0003314055,0.00006545821,0.00009693232,0.0002192046,0.001167243,0.02719359],"study_design_scores_gemma":[0.0001085946,0.0001090631,0.005215244,0.9586263,0.02365918,0.0004300363,0.0005776923,0.00006064492,0.0001004049,0.0002182765,0.01086443,0.000030015],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001187904,0.9973243,0.0001325662,0.0003277874,0.0001037136,0.0004617195,0.0002516313,0.000005977471,0.0002043541],"genre_scores_gemma":[0.019013,0.9777859,0.0009093714,0.0006842857,0.00009534253,0.001191576,0.0002222864,0.000005179307,0.00009299076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01759008,"threshold_uncertainty_score":0.09302634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7772787200599502,"score_gpt":0.4547323656684665,"score_spread":0.3225463543914837,"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."}}