{"id":"W4415766044","doi":"10.1007/978-981-96-0523-1_7","title":"Health Insurances in the UAE","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Health care; Health insurance; Healthcare system; Private sector; Population; Sustainability; National health insurance; Public health insurance","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":[0.0004495061,0.000173686,0.0001076941,0.0008670379,0.002090086,0.002078845,0.0002771827,0.0006129184,0.006338579],"category_scores_gemma":[0.000386151,0.00008754773,0.0001350609,0.0007854563,0.001155407,0.000883742,0.001109502,0.001014631,0.000527763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521454,"about_ca_system_score_gemma":0.002198183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01474957,"about_ca_topic_score_gemma":0.02486973,"domain_scores_codex":[0.9998362,0.00006998697,0.000004556934,0.00001250346,0.00003934707,0.00003743811],"domain_scores_gemma":[0.9999042,0.00003939811,0.00001060478,0.000003112911,0.00002094414,0.00002168584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001505112,0.00009482497,0.003523042,0.0002519519,0.000007168047,0.0006613987,0.01958905,0.0003248843,0.0003349748,0.697194,0.1054239,0.1725797],"study_design_scores_gemma":[0.000001930283,0.00001938236,0.006668934,0.0004703794,0.000003225518,0.0002520961,0.006470105,0.0002222692,0.0001194433,0.009057026,0.9767081,0.00000714708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06667165,0.169903,0.0006468478,0.05236309,0.002332033,0.00003603941,0.0001385889,0.00004409186,0.7078646],"genre_scores_gemma":[0.5907375,0.1179222,0.00174901,0.007530164,0.001845569,0.00004907035,0.0001522096,0.00002804254,0.2799863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01474957,"threshold_uncertainty_score":0.02932739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342045280078334,"score_gpt":0.3327203050612217,"score_spread":0.2992998522604384,"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."}}