{"id":"W4383343500","doi":"10.1186/s13584-023-00572-x","title":"High out‑of‑pocket spending and financial hardship at the end of life among cancer survivors and their families","year":2023,"lang":"en","type":"article","venue":"Israel Journal of Health Policy Research","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social policy; Health care; Economic growth; Health policy; Business; Finance; Medicine; Economics","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":[0.005486199,0.0002232784,0.000585869,0.0008136317,0.001543442,0.002056026,0.001077814,0.007080054,0.003909379],"category_scores_gemma":[0.0413908,0.0001833907,0.0006784491,0.00114966,0.002222184,0.002382168,0.0008885996,0.007695268,0.000463224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003524929,"about_ca_system_score_gemma":0.003829114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01584964,"about_ca_topic_score_gemma":0.0260805,"domain_scores_codex":[0.9967243,0.001986667,0.0002538156,0.0002559044,0.0004948654,0.0002844867],"domain_scores_gemma":[0.9624167,0.0290207,0.002999554,0.0003855829,0.003429544,0.001747838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001256455,0.00002844076,0.007990418,0.000371928,0.0001062713,0.0005344618,0.001193719,0.0002535635,0.00006957837,0.0119474,0.9511834,0.02619503],"study_design_scores_gemma":[0.0001857461,0.0001501102,0.04134274,0.006466834,0.0002037347,0.00218947,0.006553277,0.0010958,0.0003874713,0.04174733,0.8994612,0.0002162449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003694588,0.01265303,0.00008895516,0.9758194,0.005704622,0.000003304773,0.0001481708,0.000003832997,0.001884048],"genre_scores_gemma":[0.1386398,0.05272867,0.0002641113,0.7292581,0.0749547,0.00005245874,0.0002087679,0.00003469475,0.003858751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01584964,"threshold_uncertainty_score":0.03151476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1767317060419858,"score_gpt":0.4033011550752523,"score_spread":0.2265694490332665,"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."}}