{"id":"W7111435467","doi":"","title":"insights from the Global Burden of Disease Study 2019","year":2025,"lang":"en","type":"article","venue":"Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Health care; Social research; Public health; Health services research; Center of excellence","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":[0.006802636,0.00077403,0.001462157,0.007488218,0.0005467865,0.00223798,0.0009825573,0.001107651,0.02480466],"category_scores_gemma":[0.02566432,0.0004355127,0.002071111,0.0177885,0.0003216965,0.001603849,0.003469322,0.001660508,0.004559008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840686,"about_ca_system_score_gemma":0.004611555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03634994,"about_ca_topic_score_gemma":0.04187088,"domain_scores_codex":[0.9919602,0.00403639,0.001119854,0.0005473296,0.00156284,0.00077345],"domain_scores_gemma":[0.9920192,0.002290814,0.001974764,0.0007813229,0.002151426,0.0007823691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000913494,0.00007239769,0.2629406,0.008621208,0.00256987,0.0002821364,0.001168388,0.0009929013,0.0001435546,0.01204222,0.5960745,0.1141788],"study_design_scores_gemma":[0.000415311,0.0002172759,0.6343917,0.01170519,0.00184363,0.0008338756,0.00274049,0.001715313,0.0001588494,0.01397004,0.3318279,0.000180474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03292133,0.03984592,0.0025257,0.02820088,0.001764355,0.0007079478,0.8508071,0.0002786394,0.0429481],"genre_scores_gemma":[0.3032808,0.02797709,0.007992663,0.01071982,0.001542062,0.004027032,0.6353927,0.0003647261,0.008703123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03634994,"threshold_uncertainty_score":0.0829798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856520357642787,"score_gpt":0.2673985982127112,"score_spread":0.2488333946362833,"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."}}