{"id":"W3120844766","doi":"10.1007/s00520-020-05907-x","title":"Patient and family financial burden associated with cancer treatment in Canada: a national study","year":2021,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Dalhousie University; London Health Sciences Centre; University of Toronto; Western University; Health Sciences Centre; Sunnybrook Health Science Centre; University of Calgary; Princess Margaret Cancer Centre; Juravinski Cancer Centre; University of Manitoba; Grand River Hospital; Public Health Ontario; University of British Columbia; Barrie Urology Group; McMaster University","funders":"Eli Lilly Canada; Arts Research Board, McMaster University; Canadian Centre for Applied Research in Cancer Control; Cancer Care Ontario; McMaster University; Eli Lilly and Company","keywords":"Medicine; Nursing research; Pain medicine; Cancer; Family medicine; Cancer treatment; Nursing; Internal medicine; Psychiatry; Anesthesiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005106659,0.000215538,0.0003231825,0.0009276837,0.002601497,0.0009766332,0.0006753683,0.0003711014,0.00158445],"category_scores_gemma":[0.001828995,0.0002262781,0.0004766251,0.003269254,0.0004621813,0.0004354242,0.0007494175,0.0008115519,0.0001541971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01802071,"about_ca_system_score_gemma":0.01647486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814717,"about_ca_topic_score_gemma":0.9879458,"domain_scores_codex":[0.9992818,0.00006173505,0.00005363715,0.00007390317,0.0003039064,0.000225043],"domain_scores_gemma":[0.9977429,0.00008837807,0.0005785174,0.00004661534,0.0008686045,0.0006750296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002516948,0.00002982233,0.9965895,0.00001717675,0.00002444344,0.00003752291,0.0003540699,0.00003845009,0.00002539393,0.00001720802,0.000751424,0.002089911],"study_design_scores_gemma":[0.000003529938,0.00001318796,0.9984138,0.00001934972,0.0000116425,0.00005174108,0.0008272416,0.0001037976,0.00001567479,0.000008706172,0.0005262129,0.000005201965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926519,0.0005400513,0.00005109245,0.0005754017,0.000009836806,0.00005019875,0.003966052,0.000004968496,0.002150484],"genre_scores_gemma":[0.9973265,0.0004828422,0.0001095905,0.0001490374,0.000006948328,0.00002025241,0.001481365,0.000002395596,0.0004211658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852834,"threshold_uncertainty_score":0.13075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570148106188319,"score_gpt":0.2518944545896986,"score_spread":0.2261929735278154,"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."}}