{"id":"W2110593056","doi":"10.1371/journal.pone.0135587","title":"An Economic Assessment Model of Rural and Remote Satellite Hemodialysis Units","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"Canadian Society of Nephrology; Research Manitoba; Kidney Foundation of Canada; University of Manitoba; Manitoba Health Research Council","keywords":"Hemodialysis; Medicine; Unit (ring theory); Dialysis; Satellite; Medical emergency; Business; Engineering; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002442436,0.001391292,0.001366418,0.001874306,0.001105292,0.004091741,0.002900562,0.002422557,0.01118903],"category_scores_gemma":[0.006303585,0.0007706665,0.001300098,0.001967843,0.001098094,0.001403702,0.001325258,0.001646832,0.0005932641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384686,"about_ca_system_score_gemma":0.009908934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3454885,"about_ca_topic_score_gemma":0.1568675,"domain_scores_codex":[0.9988636,0.0004676605,0.00003594828,0.0001602322,0.0001419593,0.000330666],"domain_scores_gemma":[0.9973395,0.001498327,0.0002021295,0.00005156788,0.0006161502,0.0002923183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001205084,0.00005117047,0.003029992,0.00005688523,0.00004413611,0.0001456312,0.00004616285,0.9762441,0.00007250077,0.01393907,0.002284257,0.003965608],"study_design_scores_gemma":[0.00004559086,0.00003954846,0.001331763,0.00003327324,0.00004342182,0.000041857,0.00008196485,0.9927363,0.00002838839,0.003765993,0.0018364,0.0000154352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5827197,0.004027955,0.2220523,0.0094873,0.0003045514,0.001862361,0.02191587,0.0005429676,0.157087],"genre_scores_gemma":[0.9610085,0.001041576,0.014261,0.0002187623,0.00004248929,0.0006672371,0.002916008,0.00005268051,0.01979169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3454885,"threshold_uncertainty_score":0.686955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07413094763395746,"score_gpt":0.2808571414506495,"score_spread":0.206726193816692,"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."}}