{"id":"W2476715990","doi":"10.1186/s13561-016-0103-9","title":"Does performance-based financing increase value for money in low- and middle- income countries? A systematic review","year":2016,"lang":"en","type":"review","venue":"Health Economics Review","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; Université de Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"EconLit; Health care; Psychological intervention; Economic evaluation; Health economics; Status quo; Systematic review; Health services research; Medicine; Public economics; Business; MEDLINE; Economics; Nursing; Economic growth; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02023078,0.001313628,0.007444739,0.009633543,0.0007106714,0.004657459,0.001652705,0.002688677,0.005638812],"category_scores_gemma":[0.09820738,0.001096275,0.007560117,0.009860143,0.001292158,0.004098938,0.001697318,0.001888163,0.0002642585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007872535,"about_ca_system_score_gemma":0.01830851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006935353,"about_ca_topic_score_gemma":0.01648052,"domain_scores_codex":[0.9810148,0.01054203,0.004147024,0.0007449623,0.003027289,0.0005238382],"domain_scores_gemma":[0.9399261,0.04798271,0.007552957,0.0006512549,0.003406791,0.0004801242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003516347,0.00003548307,0.000957616,0.9355842,0.01047095,0.00007661969,0.0002204456,0.0001460437,0.00005805673,0.0008320443,0.001551595,0.04971541],"study_design_scores_gemma":[0.000311774,0.000210498,0.003001113,0.952926,0.03192525,0.0001668389,0.0002828684,0.00010971,0.000104314,0.0005069107,0.01042661,0.00002804323],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001652929,0.9960454,0.0001703655,0.0007328488,0.0001777652,0.0004650731,0.0002319185,0.000006733061,0.0005169147],"genre_scores_gemma":[0.03063827,0.9666272,0.000670027,0.0008440109,0.0001272623,0.0008358159,0.0001501799,0.000005453815,0.0001018526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02023078,"threshold_uncertainty_score":0.1069919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05707242460131599,"score_gpt":0.3053447785466177,"score_spread":0.2482723539453018,"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."}}