{"id":"W4391328719","doi":"10.1007/s00520-024-08328-2","title":"Financial toxicity among people with metastatic cancer: findings from the Cancer Experience Registry","year":2024,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Janssen Pharmaceuticals; EMD Serono; Pharmacyclics; Genentech; AbbVie; Pfizer; Novartis Pharmaceuticals Corporation; Celgene; Jazz Pharmaceuticals Canada; North Carolina GlaxoSmithKline Foundation; Takeda Pharmaceuticals U.S.A.; AstraZeneca United States; Amgen; Eli Lilly and Company; Bristol-Myers Squibb; Seagen","keywords":"Medicine; Psychosocial; Odds ratio; Cancer; Breast cancer; Metastatic breast cancer; Internal medicine; Confidence interval; Colorectal cancer; Respondent; Logistic regression; Cancer registry; Nursing research; Family medicine; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002582341,0.0003936405,0.0007282604,0.000151458,0.0001817243,0.0002497566,0.0005857734,0.0001556771,0.003450897],"category_scores_gemma":[0.0001526413,0.0003315919,0.0001809726,0.0006823227,0.0003417815,0.0009147439,0.0001078729,0.0005473596,0.000068547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508498,"about_ca_system_score_gemma":0.0008537588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07956789,"about_ca_topic_score_gemma":0.1565572,"domain_scores_codex":[0.9973161,0.00002384302,0.000794056,0.001053861,0.000108424,0.0007036777],"domain_scores_gemma":[0.9987776,0.0001619011,0.0003299083,0.0004954214,0.0001078471,0.0001273027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001302792,0.00002965518,0.9547076,0.0001209616,0.0001178809,0.00005697977,0.02262764,0.0005399197,0.00002238576,0.005638289,0.009942531,0.006065882],"study_design_scores_gemma":[0.0009064396,0.000132135,0.8883598,0.0008793251,0.00006580657,0.000002836059,0.003849417,0.0004777026,0.001283702,0.003990115,0.09911849,0.0009342592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297782,0.05822263,0.0003187594,0.002086309,0.002064564,0.0005302539,0.004665391,0.00006507937,0.002268774],"genre_scores_gemma":[0.9887301,0.006920133,0.00007033456,0.001246868,0.0005929499,0.001554344,0.0000425887,0.00006909851,0.0007735694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08917596,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439515709425585,"score_gpt":0.2787872875769152,"score_spread":0.2543921304826594,"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."}}