{"id":"W4379768880","doi":"10.1111/nep.14192","title":"Financial toxicity experienced by rural Australian families with chronic kidney disease","year":2023,"lang":"en","type":"article","venue":"Nephrology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Kidney disease; Rural area; Health care; Equity (law); Finance; Family medicine; Demography; Economic growth; Business; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001564615,0.0002272767,0.0004437464,0.0001832055,0.0001676972,0.00004858748,0.000296962,0.0001697594,0.0009714864],"category_scores_gemma":[0.0001306502,0.0002429945,0.00009533786,0.0003239579,0.0003126029,0.0003421903,0.00006756913,0.0001841217,0.001494376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832777,"about_ca_system_score_gemma":0.0002068508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003989526,"about_ca_topic_score_gemma":0.000155215,"domain_scores_codex":[0.9983922,0.00001212689,0.0004156379,0.0004446338,0.00003352354,0.0007018704],"domain_scores_gemma":[0.9991049,0.00002597722,0.0001983413,0.0003472438,0.00002110197,0.0003024849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007838623,0.0001491948,0.1212104,0.00007495631,0.00009505007,0.00006820825,0.001515337,0.0003751126,0.001220183,0.1489488,0.7186472,0.006911648],"study_design_scores_gemma":[0.001406759,0.0004054102,0.1466862,0.00001296619,0.000007268389,0.000003768745,0.00008778569,0.0003365609,0.0003528196,0.01116737,0.839058,0.0004751003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889966,0.0004707015,0.0003028467,0.004868609,0.0005463471,0.0002389155,0.0006265211,0.0001536799,0.003795726],"genre_scores_gemma":[0.9903026,0.0003972402,0.00004143846,0.004380243,0.0004008006,0.0001217193,0.0001150435,0.00003167585,0.004209278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377814,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527916501438587,"score_gpt":0.2286267018095387,"score_spread":0.2133475367951529,"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."}}