{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004701159,0.0005740809,0.000801711,0.0006097028,0.0008565704,0.000335846,0.002018502,0.0004177733,0.000233335],"category_scores_gemma":[0.0004456879,0.0005377869,0.0003953514,0.002660855,0.0004599215,0.001393782,0.001143313,0.0006684927,0.0001131708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008349,"about_ca_system_score_gemma":0.000765103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1323642,"about_ca_topic_score_gemma":0.00102177,"domain_scores_codex":[0.9963458,0.0003187665,0.0007563953,0.0009148232,0.0005730762,0.001091191],"domain_scores_gemma":[0.9967065,0.0004920705,0.0007243008,0.001296468,0.0005672203,0.0002134734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001207983,0.000818648,0.1724693,0.0002848658,0.0008873019,0.0007038999,0.001329314,0.005943513,0.001080944,0.1934322,0.621088,0.0007539575],"study_design_scores_gemma":[0.003574883,0.0001146316,0.3993272,0.0002783177,0.001015931,0.000009468849,0.02655702,0.006764891,0.00003334823,0.005403297,0.5561123,0.0008087318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8470417,0.0004758482,0.0006709951,0.03325283,0.001948193,0.001017292,0.00008327694,0.0002981026,0.1152118],"genre_scores_gemma":[0.9860966,0.0000216998,0.00019808,0.009518714,0.001532756,0.000005221823,0.00008473424,0.0000380019,0.002504215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2268578,"threshold_uncertainty_score":0.9997073,"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."}}