{"id":"W2118470455","doi":"","title":"Public perceptions on national health insurance: moving towards universal health coverage in South Africa.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Public health; Government (linguistics); Health policy; Population; International health; Quarter (Canadian coin); Economic growth; Public opinion; Environmental health; Politics; Nursing; Political science; Law; Economics","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":[0.001618486,0.0001407431,0.0003963399,0.0005724586,0.0002160042,0.00007214474,0.000148636,0.00009923583,0.00003836465],"category_scores_gemma":[0.00007688897,0.0001387149,0.0000858194,0.0005318462,0.00003167496,0.0002480699,0.00002889829,0.0002510241,0.0001047788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781429,"about_ca_system_score_gemma":0.0003173492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007972984,"about_ca_topic_score_gemma":0.0008796694,"domain_scores_codex":[0.9979469,0.00005381004,0.0007764972,0.0003829291,0.0001183873,0.0007215035],"domain_scores_gemma":[0.9991745,0.00001353368,0.000374747,0.0001747441,0.00004316949,0.0002193514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001985991,0.0004066827,0.6673311,0.0002039921,0.00002402433,0.00000467861,0.005000394,0.0007482847,1.595169e-7,0.2268319,0.002835992,0.09659295],"study_design_scores_gemma":[0.0005556119,0.00003425386,0.9739571,0.00001289689,5.928515e-8,0.000001544243,0.000210703,0.0001026081,9.001946e-8,0.0043611,0.02062275,0.0001412655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8555769,0.002001568,0.001267455,0.023506,0.001237213,0.001826831,0.001485829,0.0001494502,0.1129487],"genre_scores_gemma":[0.9966264,0.000110955,0.00005299066,0.0009076705,0.0002579825,0.0002498611,0.00005746616,0.00002138615,0.001715311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.306626,"threshold_uncertainty_score":0.998633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08392174939612368,"score_gpt":0.2389685438430921,"score_spread":0.1550467944469684,"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."}}