{"id":"W4388945441","doi":"10.1097/sap.0000000000003720","title":"Financial Toxicity in Breast Implant–Associated Anaplastic Large Cell Lymphoma","year":2023,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anaplastic large-cell lymphoma; Toxicity; Internal medicine; Quality of life (healthcare); Finance; Lymphoma","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001310459,0.0002421904,0.0009351453,0.000860594,0.00007901355,0.0000336909,0.0002101089,0.0002317751,0.0002461254],"category_scores_gemma":[0.00239828,0.0003025087,0.0003277201,0.0009373485,0.00006911915,0.0003168087,0.00008287455,0.0001255896,0.0008072022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007746985,"about_ca_system_score_gemma":0.0001785169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003436737,"about_ca_topic_score_gemma":0.0002287064,"domain_scores_codex":[0.9974599,0.0000262979,0.001139474,0.0004315498,0.00006536872,0.000877442],"domain_scores_gemma":[0.9971716,0.001766009,0.0006250966,0.0002442536,0.00006411693,0.0001288839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002915109,0.0008451929,0.8770719,0.0001152702,0.0000644561,0.00009627703,0.0001995385,0.0003240183,0.00002964294,0.01183634,0.1078323,0.001293624],"study_design_scores_gemma":[0.0009049433,0.00005704348,0.9867391,0.00008778323,0.000004416468,0.0000036063,0.00003065975,0.001222651,0.0001290413,0.006330452,0.004140049,0.0003502372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927385,0.000393436,0.0001212287,0.0001756917,0.001875768,0.00009254115,0.002532309,0.00006670268,0.002003855],"genre_scores_gemma":[0.9984522,0.0006426967,0.000003054885,0.0003611753,0.0001533617,0.00001672866,0.0001025188,0.00003423207,0.0002340078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1096673,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706337237582808,"score_gpt":0.2458871553226043,"score_spread":0.1988237829467762,"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."}}