{"id":"W7101430374","doi":"10.1093/eurpub/ckaf161.736","title":"4.Y.1. PechaKucha: Value based payments: do they deliver on their promises? Recent experiences in Europe and Canada","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Payment; Unintended consequences; Health care; Quality (philosophy); Productivity; Value (mathematics); Financial risk","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":[0.006548611,0.0003139641,0.0003758891,0.001046392,0.006322933,0.008460747,0.001352444,0.002613053,0.02004277],"category_scores_gemma":[0.009748966,0.0002695018,0.0003569948,0.003190646,0.00386705,0.002730694,0.00266876,0.003500192,0.00197106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04222865,"about_ca_system_score_gemma":0.1141904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8503459,"about_ca_topic_score_gemma":0.8421261,"domain_scores_codex":[0.9953955,0.0006469422,0.0001558602,0.0002381103,0.001854568,0.001709087],"domain_scores_gemma":[0.9931651,0.001320607,0.000266252,0.0001742472,0.002785189,0.002288614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003340186,0.0003535838,0.03020119,0.000473777,0.00002613632,0.002501983,0.007981436,0.001103787,0.0009031835,0.2231873,0.2491486,0.483785],"study_design_scores_gemma":[0.00005100374,0.00005084279,0.04158948,0.001140548,0.00001691912,0.0007606557,0.008436562,0.0009258681,0.0004633439,0.005232063,0.9412426,0.00009002871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1831686,0.04093353,0.003147541,0.2763639,0.002549844,0.0003436662,0.001728518,0.0003307908,0.4914335],"genre_scores_gemma":[0.6327239,0.06653547,0.00681744,0.03780905,0.0006378223,0.0001961524,0.0013089,0.0004869596,0.2534842],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1496541,"threshold_uncertainty_score":0.3063917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2940778590380246,"score_gpt":0.3750950684338926,"score_spread":0.08101720939586798,"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."}}