{"id":"W4396977168","doi":"10.3390/curroncol31050206","title":"Patient and Family Financial Burden in Cancer: A Focus on Differences across Four Provinces, and Reduced Spending Including Decisions to Forego Care in Canada","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; McMaster University; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Cancer Society Research Institute; Canadian Centre for Applied Research in Cancer Control; McMaster University; Cancer Care Ontario","keywords":"Medicine; Focus (optics); Cancer; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005316069,0.0002077693,0.0002826268,0.001180083,0.002794557,0.001169569,0.0007780259,0.000295039,0.001821058],"category_scores_gemma":[0.002308584,0.0001877063,0.0005628864,0.004390027,0.000788587,0.0003623143,0.001009146,0.0006345743,0.00007680917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04498838,"about_ca_system_score_gemma":0.04367406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957758,"about_ca_topic_score_gemma":0.9974577,"domain_scores_codex":[0.999074,0.00008289812,0.00005754541,0.00009011859,0.0002749994,0.0004204308],"domain_scores_gemma":[0.9980515,0.0001254801,0.000480905,0.00004005135,0.0007153095,0.0005867913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007289442,0.00002061589,0.9914881,0.00003330545,0.00003785487,0.0000628617,0.0009609867,0.0002270733,0.00008140945,0.0001337446,0.0007443343,0.006136664],"study_design_scores_gemma":[0.000003632306,0.000008650812,0.9978305,0.000017455,0.00001260045,0.00003699902,0.001429664,0.0001583597,0.0000235544,0.00001962934,0.0004535637,0.000005443743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954115,0.0007086197,0.00004470602,0.0007940982,0.00000780711,0.00001612798,0.001380035,0.000004227539,0.00163293],"genre_scores_gemma":[0.9988546,0.000297242,0.00006821587,0.0000694379,0.000002939469,0.000005138738,0.0004406894,0.000002045585,0.0002595748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04498838,"threshold_uncertainty_score":0.3264151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196091439812978,"score_gpt":0.3510378802270425,"score_spread":0.2314287362457447,"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."}}