{"id":"W4414786708","doi":"10.1001/jamahealthforum.2025.3479","title":"Global Disparities in Premature Mortality","year":2025,"lang":"en","type":"article","venue":"JAMA Health Forum","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute on Aging; Carnegie Corporation of New York; Japan International Cooperation Agency; Trond Mohn stiftelse; Bill and Melinda Gates Foundation; Economic and Social Research Council; World Health Organization","keywords":"Inequality; Health equity; Life expectancy; Mortality rate; Population; Public health","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":[],"consensus_categories":[],"category_scores_codex":[0.0002531809,0.0001141748,0.0003460306,0.00005152525,0.00008337702,0.00001869778,0.00008119687,0.0001247067,0.00002259191],"category_scores_gemma":[0.00005225807,0.0000923221,0.00005494911,0.0003063026,0.00003275067,0.00006432867,0.0000589005,0.0002438998,0.00001510974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004068124,"about_ca_system_score_gemma":0.0004930233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009394828,"about_ca_topic_score_gemma":0.004923061,"domain_scores_codex":[0.9986436,0.00004903392,0.0003677585,0.0002091488,0.0001912939,0.0005392075],"domain_scores_gemma":[0.9994583,0.00001486623,0.00006087061,0.0002320554,0.0000380768,0.000195818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001358133,0.0001146217,0.8861228,0.001221274,0.00001235558,0.00001678904,0.00002597871,0.000002114019,5.120332e-7,0.05713955,0.05141879,0.003789436],"study_design_scores_gemma":[0.001118171,0.000108096,0.953721,0.0007059084,0.000007217215,0.00001791171,0.0001200521,0.00004639947,0.00000444805,0.01484553,0.02925065,0.00005460917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450514,0.002774239,0.00003964501,0.2247692,0.0004898588,0.0005741803,0.00008151306,0.00007777202,0.02614218],"genre_scores_gemma":[0.9253858,0.0002750316,0.0001414995,0.07323736,0.00007337068,0.00001509284,0.00002343309,0.000004126734,0.0008443187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1803344,"threshold_uncertainty_score":0.9972017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233310808141176,"score_gpt":0.3457257233648457,"score_spread":0.333392615283434,"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."}}