{"id":"W2598893735","doi":"10.1017/s1744133116000505","title":"Towards a coherent global framework for health financing: recommendations and recent developments","year":2017,"lang":"en","type":"article","venue":"Health Economics Policy and Law","topic":"Global Health Care Issues","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Global health; Work (physics); Accountability; Public health; Finance; Business; Health care; Political science; Economic growth; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001454954,0.0002557671,0.000642466,0.00005792457,0.005920403,0.00008442975,0.0002437417,0.0002679703,0.00003675393],"category_scores_gemma":[0.0006168268,0.0002695567,0.00003950403,0.00005622862,0.0001562351,0.0002058653,0.0002374021,0.0003904288,0.00004061126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020496,"about_ca_system_score_gemma":0.004755093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0252777,"about_ca_topic_score_gemma":0.02964239,"domain_scores_codex":[0.9968842,0.0002279363,0.001065931,0.0005252234,0.00006891997,0.001227851],"domain_scores_gemma":[0.9970057,0.000335521,0.001082207,0.0005484783,0.0001219243,0.0009061759],"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":[0.00007875341,0.00003565311,0.003632408,0.0007977114,0.00001791849,1.828275e-7,0.002078545,5.012917e-7,2.068106e-8,0.8797428,0.02534274,0.08827277],"study_design_scores_gemma":[0.001025205,0.0002127094,0.05265359,0.0006178488,0.000003722814,0.000004022375,0.000420632,0.0000375555,6.291822e-7,0.1036478,0.8411921,0.0001841411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05224723,0.003920343,0.001285312,0.9097955,0.003418692,0.005128167,0.002188371,0.0001508345,0.02186556],"genre_scores_gemma":[0.4738013,0.09521139,0.08325959,0.3430755,0.002411271,0.001177816,0.0002752198,0.0001028648,0.0006850684],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8158494,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1614205782048709,"score_gpt":0.5307587566727806,"score_spread":0.3693381784679097,"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."}}