{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005195775,0.0001587029,0.0002743827,0.0002902826,0.002173661,0.002021561,0.0003803772,0.0006702202,0.002503718],"category_scores_gemma":[0.01757622,0.0001599453,0.000293212,0.00036287,0.001885651,0.001115867,0.001732615,0.00103473,0.0001200134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191891,"about_ca_system_score_gemma":0.003008685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006415418,"about_ca_topic_score_gemma":0.009075881,"domain_scores_codex":[0.9962409,0.002705132,0.0002053638,0.0001009598,0.0003278635,0.0004198756],"domain_scores_gemma":[0.9897053,0.00622596,0.002364541,0.0001319566,0.0005551483,0.001017123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008488434,0.0002642656,0.4996218,0.001173168,0.0002298781,0.009180918,0.3405245,0.001058961,0.001650286,0.0111902,0.01117269,0.1230845],"study_design_scores_gemma":[0.00006952479,0.0003468415,0.2180142,0.001810835,0.0001336207,0.008765253,0.7105147,0.001028446,0.0006932719,0.009069577,0.04942483,0.0001289843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761765,0.002949208,0.0006429224,0.01332471,0.00005434245,0.00003054574,0.00007583938,0.00000389372,0.006741956],"genre_scores_gemma":[0.998367,0.0007282434,0.0002182891,0.000477391,0.00001590639,0.000009812246,0.00001110568,9.619154e-7,0.000171212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006415418,"threshold_uncertainty_score":0.02747822,"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."}}