{"id":"W2084691873","doi":"10.12927/whp.2012.22875","title":"The Saudi Healthcare System: A View from the Minaret","year":2012,"lang":"en","type":"review","venue":"World health & population","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Business; Government (linguistics); Context (archaeology); Private sector; Public sector; Economic growth; Economics; Economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006451623,0.000355445,0.001176686,0.00008310983,0.00443619,0.0001949985,0.000841264,0.0002492278,0.00008999649],"category_scores_gemma":[0.0001356091,0.0002177631,0.0002753724,0.0005801056,0.0001399703,0.0001552387,0.00009727241,0.0006381532,0.0005356881],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004617631,"about_ca_system_score_gemma":0.001660613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05692859,"about_ca_topic_score_gemma":0.1143364,"domain_scores_codex":[0.9927011,0.003934356,0.001432094,0.0004298454,0.000574991,0.0009276412],"domain_scores_gemma":[0.9951758,0.00208349,0.001720603,0.0006633381,0.00006814365,0.0002885801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000127963,0.000005646566,0.001143786,0.003233036,0.00003501002,2.084364e-7,0.004393317,5.667655e-8,7.23337e-11,0.02943199,0.01149055,0.9502651],"study_design_scores_gemma":[0.00004207409,0.000004744472,0.001767549,0.007662897,0.000110022,7.623397e-7,0.001738757,7.895304e-7,3.36372e-10,0.0004162161,0.9880507,0.0002054769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000380809,0.9714174,0.000006334899,0.01898676,0.004834507,0.003016949,0.00006108009,0.0001479801,0.001525216],"genre_scores_gemma":[0.0002537547,0.9919506,0.0002074137,0.001307107,0.002761149,0.0005001932,0.0005509768,0.00005659432,0.002412234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9765602,"threshold_uncertainty_score":0.9992034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338830448451846,"score_gpt":0.4289431860635429,"score_spread":0.2950601412183582,"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."}}