{"id":"W4378908740","doi":"10.3389/frhs.2023.1217844","title":"Editorial: Towards equitable health systems for universal health coverage (UHC) in sub-Saharan Africa","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Health Services","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"World Health Organization","keywords":"Healthcare system; Resource (disambiguation); Political science; Business; Economic growth; Economics; Computer science; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01341929,0.0008759531,0.004550864,0.002156512,0.0005842556,0.0002783794,0.001227968,0.001892752,0.000006525917],"category_scores_gemma":[0.0002163077,0.0009395128,0.0003342796,0.001606483,0.00005871001,0.0005627231,0.0002424156,0.001840792,0.00009515137],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009211676,"about_ca_system_score_gemma":0.005852969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4015796,"about_ca_topic_score_gemma":0.01659359,"domain_scores_codex":[0.98841,0.000414664,0.005175832,0.001889816,0.0005609985,0.003548692],"domain_scores_gemma":[0.9933162,0.0002994739,0.004188329,0.001005443,0.0002196106,0.0009709804],"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":[0.0001421966,0.0001124048,0.0005976253,0.0398787,0.00007095365,0.000005105069,0.002674833,0.0004406459,1.214754e-8,0.0003020683,0.9534314,0.002344078],"study_design_scores_gemma":[0.002415729,0.0008580263,0.0002530284,0.004340288,0.000001874299,4.761346e-7,0.00166528,0.002390187,3.093155e-8,0.001331037,0.9860266,0.0007174413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002746561,0.1472263,0.001247567,0.002812082,0.8345885,0.004010139,0.009661883,0.000189353,0.0002367222],"genre_scores_gemma":[0.00025388,0.1483078,0.000411878,0.000410713,0.8455259,0.000705224,0.002833802,0.0003213889,0.001229425],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.384986,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246859065017708,"score_gpt":0.2749242034944853,"score_spread":0.2502382969927145,"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."}}