{"id":"W4414533436","doi":"10.1016/j.jpainsymman.2025.09.020","title":"Economic Benefits of Investment in Palliative Care: An Appraisal of Current Evidence and Call to Action","year":2025,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Call to action; Palliative care; Equity (law); Investment (military); Health care; Action (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0408562,0.00166159,0.004118201,0.009569165,0.0007486991,0.006635129,0.002527986,0.004034673,0.009564963],"category_scores_gemma":[0.1272054,0.0008910096,0.004303536,0.009137834,0.002854973,0.00626072,0.002954506,0.004500994,0.0008067399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01142713,"about_ca_system_score_gemma":0.01300039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005661261,"about_ca_topic_score_gemma":0.01169351,"domain_scores_codex":[0.9828881,0.009486821,0.00281292,0.0005354232,0.003743745,0.0005329286],"domain_scores_gemma":[0.8263482,0.1499139,0.01391981,0.0009858193,0.007533355,0.001298823],"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":[0.001436056,0.0001590506,0.004920128,0.3218015,0.004939187,0.0003510909,0.0005480321,0.001683243,0.0001318042,0.02370035,0.04040745,0.5999222],"study_design_scores_gemma":[0.0003997657,0.0005122873,0.01255985,0.8156789,0.008538667,0.0004222222,0.001908224,0.00102618,0.0001659354,0.02104058,0.1376623,0.00008522631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0007313602,0.9789544,0.0001715971,0.01818363,0.0007026959,0.00008742861,0.0001191516,0.000005764299,0.001044078],"genre_scores_gemma":[0.02213453,0.9709683,0.0007264927,0.004714439,0.0009749794,0.0002061504,0.0001015998,0.00000881605,0.0001647518],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0408562,"threshold_uncertainty_score":0.2160708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295173823912785,"score_gpt":0.453886858296994,"score_spread":0.3243694759057155,"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."}}