{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273918,0.0001487247,0.000213786,0.0004269193,0.0008987958,0.0007001777,0.0002024705,0.0002729573,0.003560368],"category_scores_gemma":[0.007090323,0.0001283846,0.0003154089,0.0006102148,0.0004973846,0.0005246461,0.001075946,0.000540868,0.0001589657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117982,"about_ca_system_score_gemma":0.0008426335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02775015,"about_ca_topic_score_gemma":0.03418144,"domain_scores_codex":[0.9991223,0.0004813523,0.00005732504,0.00005422774,0.0001203123,0.0001645311],"domain_scores_gemma":[0.996705,0.0005466606,0.001819946,0.00005848941,0.0002970997,0.0005729194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009488557,0.0001052279,0.9853677,0.00004571538,0.00004643143,0.0006483649,0.003406806,0.0002004544,0.00007398256,0.0001403767,0.001005482,0.008864525],"study_design_scores_gemma":[0.000006360375,0.0001853983,0.9903749,0.00006251733,0.00001616163,0.0007062189,0.007118043,0.0004748773,0.00002866945,0.0001660048,0.0008515113,0.00000936427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983773,0.0001684343,0.00002246465,0.0005510274,0.000004682895,0.000005450229,0.00009384799,7.087052e-7,0.000776106],"genre_scores_gemma":[0.9995054,0.0001622158,0.00002858495,0.00007115836,0.000005095709,0.000005352433,0.00004611444,2.959647e-7,0.0001757085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02775015,"threshold_uncertainty_score":0.05517721,"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."}}