{"id":"W4386979571","doi":"10.1093/oncolo/oyad259","title":"Breast Cancer-Related Financial Toxicity in Sri Lanka: Insights From a Lower Middle-Income Country With Free Universal Public Healthcare","year":2023,"lang":"en","type":"article","venue":"The Oncologist","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Breast cancer; Health care; Public health care; Business; Medicine; Public health; Scale (ratio); Cancer; Sri lanka; Family medicine; Finance; Economic growth; Socioeconomics; Nursing; Economics; Internal medicine; Geography; Health policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003969906,0.0002582361,0.0006282491,0.0002459597,0.000243097,0.00009593717,0.0007533391,0.0003064819,0.0002786313],"category_scores_gemma":[0.0001302805,0.0002164645,0.00008555414,0.0009460882,0.0002969946,0.0004215985,0.0001939913,0.000494701,0.0004227647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124157,"about_ca_system_score_gemma":0.0004987242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02456995,"about_ca_topic_score_gemma":0.06206872,"domain_scores_codex":[0.9981514,0.00004505994,0.0006157008,0.0005212032,0.0000657791,0.0006008351],"domain_scores_gemma":[0.9985818,0.0001516893,0.0004454794,0.0006043597,0.0000699809,0.0001467498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001342352,0.0006731501,0.4903352,0.0001210471,0.0003133859,0.000452631,0.00899758,0.0009838889,0.00001172068,0.4807898,0.01168695,0.004292285],"study_design_scores_gemma":[0.003423219,0.0003243542,0.8984606,0.0001331134,0.00001606701,0.00001302177,0.0006483039,0.0009998374,0.000006742991,0.04553181,0.04984025,0.0006027123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658188,0.001283179,0.00001370329,0.0159721,0.001071257,0.0003772383,0.002331242,0.000181337,0.01295118],"genre_scores_gemma":[0.9968822,0.0008735418,0.00004182314,0.001295529,0.0003353812,0.00005898841,0.00006578647,0.00002925641,0.00041748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.435258,"threshold_uncertainty_score":0.9819255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551157982638795,"score_gpt":0.2393832068156672,"score_spread":0.2038716269892793,"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."}}