{"id":"W4394966645","doi":"10.2139/ssrn.4799058","title":"Evaluating the Concept of Access as an Equitable Provision to Universal Health Coverage in the Context of Rural Communities of Western Province, Zambia","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Universal design; Universal coverage; Context (archaeology); Economic growth; Geography; Environmental planning; Business; Development economics; Political science; Health policy; Economics; Health care; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005193941,0.0004352838,0.0005450062,0.00118846,0.00148624,0.004297768,0.0008480153,0.001107336,0.003716484],"category_scores_gemma":[0.01932871,0.0003127994,0.0004514401,0.001907099,0.003553588,0.002187873,0.003298216,0.001501461,0.00006892852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01765781,"about_ca_system_score_gemma":0.007436055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2460434,"about_ca_topic_score_gemma":0.3260569,"domain_scores_codex":[0.9964561,0.002256264,0.00007299452,0.0001398311,0.0001753557,0.0008994282],"domain_scores_gemma":[0.9904411,0.006756146,0.00122911,0.0001585684,0.0006905423,0.0007245014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003252588,0.001517789,0.6133065,0.0009653385,0.0008005017,0.00237862,0.02129942,0.08387834,0.002051541,0.2189205,0.002712394,0.04891645],"study_design_scores_gemma":[0.0005064805,0.002818971,0.6695213,0.0008820852,0.001317281,0.0003497361,0.1380107,0.1294166,0.0009220828,0.04888799,0.007278557,0.00008815768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937426,0.0002562078,0.0004048907,0.001444044,0.000004938755,0.00008434965,0.00006935674,0.000002284236,0.003991285],"genre_scores_gemma":[0.9994815,0.00007079291,0.0001921371,0.00002904247,0.00000246683,0.00002534975,0.00001220481,7.94906e-7,0.0001857622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2460434,"threshold_uncertainty_score":0.4892226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07809275620711514,"score_gpt":0.3658081213624694,"score_spread":0.2877153651553542,"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."}}