{"id":"W4410629833","doi":"10.1001/jamanetworkopen.2025.12198","title":"Priority Health Conditions and Global Life Expectancy Disparities","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; National Institute on Aging; Lunds Universitet; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Bill and Melinda Gates Foundation","keywords":"Life expectancy; Demography; Expectancy theory; Gerontology; Geography; Environmental health; Medicine; Psychology; Population; Sociology","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":[0.0009426797,0.0002068758,0.0002076654,0.001275074,0.000307702,0.0005134744,0.0001940699,0.0002691492,0.003339725],"category_scores_gemma":[0.003797286,0.00005917377,0.0004948211,0.001830621,0.0004928741,0.0007382928,0.001251844,0.0005518705,0.00009688379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006432272,"about_ca_system_score_gemma":0.0009584717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161056,"about_ca_topic_score_gemma":0.01625982,"domain_scores_codex":[0.9994981,0.0001384925,0.0000390427,0.0001000981,0.0000890129,0.000135185],"domain_scores_gemma":[0.998417,0.0004115955,0.0007973391,0.00006975805,0.0001198532,0.0001844165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004193873,0.0000312868,0.9728199,0.0001893436,0.0002433642,0.00005813871,0.0005060498,0.0006914241,0.0001293838,0.003859463,0.001246308,0.02018337],"study_design_scores_gemma":[0.000004511578,0.00004507469,0.9918746,0.0001789027,0.00008004876,0.0001018527,0.00067744,0.000668931,0.00009903809,0.003507352,0.002754545,0.000007730293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670581,0.00805736,0.002425881,0.005208808,0.0001133462,0.00006346234,0.006353108,0.00002824301,0.01069176],"genre_scores_gemma":[0.9980982,0.000663703,0.000233151,0.0001581744,0.00004062549,0.00001158332,0.0006918247,0.000001981522,0.0001008308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01161056,"threshold_uncertainty_score":0.02308595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164420863990938,"score_gpt":0.3459210643935213,"score_spread":0.3294789779944275,"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."}}