{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002491033,0.0001082996,0.0003487436,0.00001434307,0.0002883631,0.0001236573,0.0001431905,0.00006568737,0.00007812655],"category_scores_gemma":[0.00004718094,0.00009169848,0.00003212422,0.0002073656,0.00005755578,0.0001157922,0.0002550396,0.0001571433,0.00001615683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152001,"about_ca_system_score_gemma":0.0004234824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267335,"about_ca_topic_score_gemma":0.0003816178,"domain_scores_codex":[0.9990005,0.0000791145,0.0002587055,0.0002170257,0.0001114197,0.0003332067],"domain_scores_gemma":[0.999364,0.00003659581,0.00006670872,0.0001940235,0.00004544494,0.0002932975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826105,0.00006476734,0.6592813,0.000173161,0.00004907658,0.000009791126,0.00004527755,0.000004087804,3.041325e-7,0.1227022,0.2155053,0.001982087],"study_design_scores_gemma":[0.001361737,0.0001159945,0.9365443,0.000691564,0.00002354425,0.00002296154,0.0001175284,0.00004338238,5.967401e-7,0.0168336,0.0441752,0.00006958462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7426313,0.009702994,0.000124094,0.1636236,0.0006017677,0.001269299,0.0001126592,0.00008697851,0.0818474],"genre_scores_gemma":[0.950676,0.0009826125,0.000573009,0.04594497,0.0003928762,0.00002811039,0.00003916225,0.000004784519,0.001358458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.277263,"threshold_uncertainty_score":0.3739355,"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."}}