{"id":"W1976946049","doi":"10.1017/s174413311400005x","title":"The impact of health insurance on health services utilization and health outcomes in Vietnam","year":2014,"lang":"en","type":"article","venue":"Health Economics Policy and Law","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Health policy; Business; Health insurance; Environmental health; Self-insurance; Income protection insurance; Health care; Economic growth; Actuarial science; Medicine; Economics","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":[0.001331664,0.0001152796,0.0001941428,0.0008776824,0.0003957543,0.001135587,0.0002449515,0.0002195134,0.002418939],"category_scores_gemma":[0.003767146,0.0001377345,0.0002985485,0.001398071,0.0006600253,0.000496853,0.0008729841,0.000673556,0.0001058302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726218,"about_ca_system_score_gemma":0.002371169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1478209,"about_ca_topic_score_gemma":0.1126789,"domain_scores_codex":[0.998726,0.0005727744,0.00004514107,0.00007024306,0.0001526049,0.000433314],"domain_scores_gemma":[0.9960365,0.001076368,0.001296385,0.00007810615,0.0003045108,0.001208152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008572206,0.0001168891,0.9894819,0.00003672118,0.0001046527,0.0002497617,0.0005806665,0.0005691156,0.00005347264,0.001734004,0.0006121896,0.006374875],"study_design_scores_gemma":[0.000007591019,0.00005002944,0.9962173,0.00004139079,0.00002081035,0.00005403512,0.001533992,0.0006996848,0.000039979,0.0004185534,0.0009113025,0.00000527568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926752,0.001210756,0.00006504475,0.00215298,0.00001940851,0.000008697753,0.0004048901,0.000002479039,0.003460465],"genre_scores_gemma":[0.9989341,0.0004651479,0.00002386455,0.0001052762,0.0000116544,0.000003926509,0.0001302693,0.000001279174,0.0003245166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1478209,"threshold_uncertainty_score":0.2939209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07084983421440491,"score_gpt":0.3558388393042544,"score_spread":0.2849890050898495,"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."}}