{"id":"W4409119431","doi":"10.1080/17441692.2025.2483870","title":"Expanded child support grant eligibility and later-life mortality among mothers in rural South Africa","year":2025,"lang":"en","type":"article","venue":"Global Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; University of the Witwatersrand, Johannesburg; Medical Research Council Canada; Wellcome Trust","keywords":"Demography; Duration (music); Medicine; Proportional hazards model; Gerontology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226526,0.0002498601,0.0006644585,0.0001107506,0.0001621593,0.00005898321,0.0001469647,0.0001488938,0.00007085562],"category_scores_gemma":[0.0001657795,0.0002032106,0.00009031795,0.000585716,0.0001672009,0.0001392251,0.0001103813,0.0003204467,0.00001535572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005277473,"about_ca_system_score_gemma":0.001192072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007174833,"about_ca_topic_score_gemma":0.001022471,"domain_scores_codex":[0.9972407,0.0001844793,0.0007453541,0.0004777836,0.0003795186,0.0009721708],"domain_scores_gemma":[0.998298,0.00001300201,0.0001464774,0.0004230762,0.0000765871,0.001042818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007651732,0.0002381319,0.9914802,0.0004299834,0.00004396413,0.00001525778,0.0007456233,9.486724e-7,6.261185e-7,0.001894052,0.002425306,0.002649403],"study_design_scores_gemma":[0.002067784,0.0001835759,0.9910001,0.0001763106,0.00001418206,0.00002018113,0.0009239577,0.0000602877,0.000001013006,0.001290121,0.004131161,0.0001313301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534511,0.0004398945,0.00003550691,0.02833545,0.0002236371,0.0008032252,0.0001425423,0.00012731,0.01644131],"genre_scores_gemma":[0.9849339,0.000101326,0.00005057384,0.01466357,0.00006192938,0.00001743863,0.00003411058,0.000008389751,0.0001287965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03148274,"threshold_uncertainty_score":0.9994365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848343036327272,"score_gpt":0.3319848810801667,"score_spread":0.303501450716894,"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."}}