{"id":"W2177208847","doi":"10.3390/socsci4041162","title":"Who Benefits from Public Healthcare Subsidies in Egypt?","year":2015,"lang":"en","type":"article","venue":"Social Sciences","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Subsidy; Public healthcare; Health care; Business; Public health; Economic growth; Public economics; Environmental health; Medicine; Economics; Nursing","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":[0.000885383,0.00008019048,0.0002890581,0.0006821777,0.0003641912,0.00112321,0.000310466,0.0005734228,0.003978933],"category_scores_gemma":[0.002522166,0.00009075859,0.0002404988,0.001119678,0.0004861787,0.000869471,0.000840802,0.0006387454,0.00016199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930444,"about_ca_system_score_gemma":0.002541527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06491818,"about_ca_topic_score_gemma":0.07447329,"domain_scores_codex":[0.9994431,0.0001031164,0.00001999515,0.00003859157,0.00006775932,0.0003273639],"domain_scores_gemma":[0.9987999,0.000365687,0.0004902827,0.00002818061,0.000115734,0.0002001426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003940498,0.0002639905,0.9098775,0.0001809402,0.0001407156,0.001350244,0.002933356,0.001446903,0.0003236454,0.01795487,0.01003827,0.05509546],"study_design_scores_gemma":[0.00005739614,0.00006604334,0.9627423,0.0002129979,0.0001083525,0.0003385305,0.01592993,0.002627423,0.0002560617,0.004540327,0.01310309,0.0000175773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864783,0.001162186,0.00006371648,0.008620893,0.00001086391,0.000008083178,0.0003964378,0.000002692064,0.003256817],"genre_scores_gemma":[0.9986866,0.0003859814,0.00001778743,0.0002621337,0.00001016555,0.00000216253,0.0000765458,6.71416e-7,0.0005580578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06491818,"threshold_uncertainty_score":0.1290807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.309313820399188,"score_gpt":0.3254594934313659,"score_spread":0.01614567303217795,"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."}}