{"id":"W4402947510","doi":"10.5662/wjm.v15.i1.95796","title":"Reevaluating health metrics: Unraveling the limitations of disability-adjusted life years as an indicator in disease burden assessment","year":2024,"lang":"en","type":"review","venue":"World Journal of Methodology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hudbay Minerals (Canada)","funders":"","keywords":"Quality-adjusted life year; Disability-adjusted life year; Robustness (evolution); Burden of disease; Indicator value; Metric (unit); Disease burden; Actuarial science; Quality of life (healthcare); Reliability (semiconductor); Public health; Disease; Psychology; Cost effectiveness; Medicine; Economics; Risk analysis (engineering)","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2371286,0.002177355,0.004942219,0.01136018,0.001963855,0.01357896,0.00532097,0.003440971,0.0009931898],"category_scores_gemma":[0.3637384,0.001016892,0.001900805,0.01502129,0.02099799,0.01892543,0.007199686,0.01329682,0.0004857646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008850759,"about_ca_system_score_gemma":0.01369879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152833,"about_ca_topic_score_gemma":0.009766028,"domain_scores_codex":[0.7798807,0.1674331,0.01577464,0.00745105,0.02845937,0.001001099],"domain_scores_gemma":[0.5978029,0.3376282,0.0145897,0.01345163,0.03491599,0.001611563],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001161782,0.0000528961,0.006342452,0.009004835,0.0006103072,0.00007750931,0.005433641,0.003614892,0.0003147513,0.4741973,0.01270525,0.48753],"study_design_scores_gemma":[0.00004005542,0.0004412395,0.008277544,0.02405152,0.0003738373,0.0004593426,0.004048408,0.01166795,0.0007953852,0.714292,0.2352501,0.0003025481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007771809,0.6489381,0.2396207,0.09088912,0.005369362,0.0002773831,0.0004076685,0.0001698144,0.006555895],"genre_scores_gemma":[0.267222,0.3431286,0.3459202,0.02851385,0.01150557,0.001466617,0.0004674248,0.0004265324,0.001349092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7628714,"threshold_uncertainty_score":0.9407562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8393902575672377,"score_gpt":0.6043424581790134,"score_spread":0.2350477993882243,"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."}}