{"id":"W4410291179","doi":"10.1097/txd.0000000000001805","title":"A Global Comparison of Liver Transplant Drug Pricing: US Versus Other G7 Countries and Australia","year":2025,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Formulary; Drug prices; Liver transplantation; Medicare Part D; Prescription drug; Medical prescription; Internal medicine; Transplantation; Family medicine; Monetary economics; Pharmacology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001314575,0.0002495711,0.0003049608,0.001834655,0.0002062572,0.0007807327,0.0003315086,0.0003440777,0.001362937],"category_scores_gemma":[0.002635795,0.0001451407,0.0008388518,0.00316633,0.0004259504,0.0009844927,0.001290655,0.0004368436,0.000266247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009880908,"about_ca_system_score_gemma":0.0008225866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03086104,"about_ca_topic_score_gemma":0.03100997,"domain_scores_codex":[0.9991035,0.000306012,0.0001064703,0.0001301889,0.000218916,0.000134896],"domain_scores_gemma":[0.9975525,0.0002470365,0.001158224,0.000103311,0.0006575895,0.0002813461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003571633,0.00007697971,0.9809529,0.0002756721,0.000549042,0.0002988476,0.0007033559,0.0005060158,0.0003363824,0.0006205842,0.002234121,0.01308886],"study_design_scores_gemma":[0.00001090093,0.00008608521,0.9975677,0.00003268259,0.00008323415,0.0001802888,0.0004416464,0.00035009,0.00006516204,0.00004417675,0.001133069,0.000004815783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919612,0.001164394,0.0001798746,0.0003500872,0.00001515577,0.00003726799,0.001937322,0.000006873462,0.004347811],"genre_scores_gemma":[0.997201,0.0004960213,0.0002013619,0.0001525617,0.00001433097,0.00001994462,0.001589648,0.000005613977,0.0003195013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03086104,"threshold_uncertainty_score":0.06136286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761181291892293,"score_gpt":0.3507154334200058,"score_spread":0.3131036205010829,"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."}}