{"id":"W1981989938","doi":"10.1002/hec.1316","title":"The role of permanent and transitory shocks in explaining international health expenditures","year":2007,"lang":"en","type":"article","venue":"Health Economics","topic":"Global Health Care Issues","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Per capita; Cointegration; Economics; Demographic economics; Health spending; Variance (accounting); Development economics; Econometrics; Health care; Economic growth; Environmental health; Medicine; Health insurance; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002516298,0.0007561453,0.0008870739,0.003219096,0.0005854658,0.002641948,0.0005580072,0.001028488,0.003772618],"category_scores_gemma":[0.01272712,0.0005115438,0.001490974,0.004040263,0.001591778,0.002216485,0.001880118,0.002156301,0.0003799449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538203,"about_ca_system_score_gemma":0.001857404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03489684,"about_ca_topic_score_gemma":0.03656009,"domain_scores_codex":[0.9989536,0.0002419734,0.00009310843,0.0001825132,0.0001527993,0.0003759642],"domain_scores_gemma":[0.9921194,0.003785673,0.002643421,0.0005606741,0.0004868938,0.0004038122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003166364,0.0001574917,0.7693326,0.0002291429,0.0008009606,0.000821988,0.001019423,0.06919944,0.001290052,0.08880192,0.003088233,0.06494208],"study_design_scores_gemma":[0.00006051832,0.0002236831,0.7519686,0.0002130109,0.0004567154,0.0003123747,0.001608641,0.1479714,0.001243842,0.08885919,0.006967091,0.0001149311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460431,0.003047927,0.03650694,0.003746222,0.0001468602,0.0001066462,0.001185514,0.0002020407,0.00901471],"genre_scores_gemma":[0.9942907,0.001500275,0.001477143,0.0001078144,0.0001012421,0.00001728561,0.0005157,0.00003370396,0.001956183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03489684,"threshold_uncertainty_score":0.06938744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317006989860938,"score_gpt":0.410060514902932,"score_spread":0.3783598159168383,"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."}}