{"id":"W4406400739","doi":"10.1002/cam4.70606","title":"Impact of Financial Toxicity on the Health‐Related Quality of Life and Financial Well‐Being of Cancer Patients and Survivors: A Comparative Study of the United Kingdom and United States","year":2025,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University Belfast; Queen's University; Wellcome Trust","keywords":"Finance; Quality of life (healthcare); Cancer; Business; Medicine; Gerontology; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001874443,0.0002184338,0.0006616791,0.001168655,0.0003361696,0.001029619,0.0002470302,0.000410679,0.001548356],"category_scores_gemma":[0.00642402,0.0001810994,0.000785928,0.002109534,0.0005265519,0.0006827371,0.001094231,0.0003732446,0.0001468354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008861937,"about_ca_system_score_gemma":0.0004591639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488726,"about_ca_topic_score_gemma":0.02150883,"domain_scores_codex":[0.9983509,0.0008138892,0.0002360559,0.0001492341,0.00029299,0.0001569733],"domain_scores_gemma":[0.9961323,0.0009400223,0.001962217,0.0001477713,0.0004301321,0.0003876322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005918638,0.00005275488,0.991298,0.0001266141,0.0004549699,0.0001087919,0.0006654075,0.0000765811,0.0001119781,0.0000482398,0.000221101,0.006243713],"study_design_scores_gemma":[0.00002514679,0.0002794919,0.9976729,0.00008200295,0.0001278591,0.0002751045,0.0009543084,0.00005077137,0.00003387641,0.00001326775,0.0004768255,0.000008496512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967914,0.002280967,0.00003833163,0.00007628879,0.00000837633,0.00001064911,0.0003111942,8.194448e-7,0.0004821055],"genre_scores_gemma":[0.9991353,0.0004865696,0.00002986366,0.00005534993,0.000005846571,0.000008157577,0.0002340575,7.852823e-7,0.00004402935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01488726,"threshold_uncertainty_score":0.02960122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06789459078251457,"score_gpt":0.3420709391099506,"score_spread":0.274176348327436,"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."}}