{"id":"W4402375277","doi":"10.1093/bjs/znae197.070","title":"SP6.5 - The NHS's value-based funding model for organ transplantation achieves superior equity and outcomes vs global peers","year":2024,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Equity (law); Organ transplantation; Value (mathematics); Transplantation; Intensive care medicine; Internal medicine; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007079445,0.0001290869,0.000378718,0.00008535134,0.0001513477,0.000215329,0.00005824662,0.00005493965,0.00001769837],"category_scores_gemma":[0.00007030482,0.00009396195,0.0003496726,0.0001260245,0.0000586233,0.0002316317,0.000007928838,0.0001389193,0.000001457125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007861958,"about_ca_system_score_gemma":0.000265038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000535678,"about_ca_topic_score_gemma":0.00002268789,"domain_scores_codex":[0.99878,0.00003953862,0.0004461379,0.0001367663,0.0003709829,0.0002266094],"domain_scores_gemma":[0.9990308,0.0005960832,0.0000902261,0.000057484,0.00008926522,0.0001361297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00254813,0.000325185,0.8755674,0.004078921,0.001564407,0.006262053,0.0006892557,0.001591312,0.0008285745,0.0007838965,0.001100029,0.1046608],"study_design_scores_gemma":[0.004352499,0.0002159447,0.9525352,0.005365803,0.002006873,0.01533523,0.000244407,0.01774452,0.0004668535,0.001171252,0.0002700252,0.0002914421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729374,0.002315677,0.01997013,0.003679957,0.0004575888,0.0002214363,0.0003149536,0.00002812937,0.00007474307],"genre_scores_gemma":[0.9962447,0.001703338,0.00120139,0.0005459203,0.00008949733,0.000005963147,0.00004800086,0.0000193556,0.000141813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1043693,"threshold_uncertainty_score":0.3831657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06587990903279414,"score_gpt":0.3441056842946471,"score_spread":0.2782257752618529,"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."}}