{"id":"W2174688447","doi":"10.3390/economies3040216","title":"Catastrophic Economic Consequences of Healthcare Payments: Effects on Poverty Estimates in Egypt, Jordan, and Palestine","year":2015,"lang":"en","type":"article","venue":"Economies","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Economic Research Forum","keywords":"Poverty; Payment; Health care; Extreme poverty; Palestine; Business; Direct Payments; Basic needs; Economics; Development economics; Economic growth; Socioeconomics; Finance","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":[0.001354256,0.0001777107,0.000213456,0.001295406,0.0002266437,0.0007261951,0.0002588037,0.0002652667,0.0008771711],"category_scores_gemma":[0.003656673,0.0001481679,0.0003130525,0.00223665,0.0003312533,0.0006702704,0.001284966,0.0003988648,0.0001022546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127204,"about_ca_system_score_gemma":0.0007423547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03322913,"about_ca_topic_score_gemma":0.03043324,"domain_scores_codex":[0.9994596,0.000249186,0.00003578149,0.0000378204,0.00008642838,0.0001312911],"domain_scores_gemma":[0.9981943,0.0005980809,0.0006840238,0.00006740972,0.0003244355,0.0001319153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148676,0.00006408073,0.9852378,0.00003871603,0.00008950898,0.0002513976,0.001036885,0.003689282,0.0000768493,0.000913715,0.0007073822,0.007779575],"study_design_scores_gemma":[0.000007509431,0.00005880524,0.9852873,0.0000476745,0.00003080162,0.0001243656,0.006450791,0.006092687,0.0002417671,0.0006317231,0.001016097,0.00001041343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998651,0.0001391985,0.00008986935,0.0001650624,0.000001026956,0.000005261373,0.0004070271,0.000001431668,0.0005400867],"genre_scores_gemma":[0.9991907,0.0001612994,0.00008603569,0.00002063292,0.000002231547,0.000006604696,0.0003964218,7.63727e-7,0.0001353393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03322913,"threshold_uncertainty_score":0.06607139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777142734113893,"score_gpt":0.2621628684173779,"score_spread":0.224391441076239,"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."}}