{"id":"W2361180956","doi":"10.1111/hdi.12424","title":"The economic considerations of patients and caregivers in choice of dialysis modality","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Royal Society; Medical Research Council; Kidney Health New Zealand; Royal Society Te Apārangi; Royal Australasian College of Physicians","keywords":"Reimbursement; Dialysis; Medicine; Home hemodialysis; Home dialysis; Disadvantage; Hemodialysis; Flexibility (engineering); Intensive care medicine; Health care; Economic growth; Surgery; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000189409,0.00006445327,0.0002068304,0.0001569075,0.00002797284,0.00001029695,0.00006653519,0.00002376069,0.00018396],"category_scores_gemma":[0.0003257729,0.00003712788,0.0001318099,0.00005893917,0.0001391004,0.00006213333,0.00005818203,0.00002298789,0.000003726629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182521,"about_ca_system_score_gemma":0.00005111956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002422211,"about_ca_topic_score_gemma":0.0003515333,"domain_scores_codex":[0.9991758,0.00004432159,0.0003562258,0.0001471143,0.0002043614,0.00007220839],"domain_scores_gemma":[0.9991834,0.0003461258,0.0001631499,0.0001597693,0.0001063492,0.00004118611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867191,0.0002584172,0.9606584,0.00002384974,0.001104717,0.000001900998,0.0003065808,0.0001685197,0.001048333,0.01387867,0.001157176,0.02120666],"study_design_scores_gemma":[0.002554241,0.00003388848,0.9899065,0.000043957,0.0003191189,2.132284e-7,0.00008445968,0.001052462,0.001845718,0.002352458,0.001730244,0.00007666048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933601,0.00003640785,0.0001259418,0.002447317,0.0001265622,0.0001227701,0.0000710877,0.000003441521,0.003706371],"genre_scores_gemma":[0.9994373,0.0001477726,0.00008496795,0.00004470609,0.00004058958,0.00001224725,0.00002032672,0.00000383692,0.0002082868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02924813,"threshold_uncertainty_score":0.2014233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413124766083897,"score_gpt":0.2641758289999341,"score_spread":0.2500445813390952,"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."}}