{"id":"W3182300247","doi":"10.1016/j.xkme.2021.04.019","title":"Costs of Assisted Home Dialysis: A Single-Payer Canadian Model From Manitoba","year":2021,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Orthopaedic Innovation Centre","funders":"","keywords":"Dialysis; Home dialysis; Medicine; Gerontology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002605525,0.001757436,0.001757027,0.003278413,0.002925797,0.004725699,0.005494309,0.002639645,0.009751908],"category_scores_gemma":[0.005460833,0.001197936,0.00245275,0.006298613,0.001724984,0.001311863,0.00175654,0.002432267,0.0006327713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08381855,"about_ca_system_score_gemma":0.08224214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928696,"about_ca_topic_score_gemma":0.9864292,"domain_scores_codex":[0.9980457,0.0005206374,0.00005527554,0.0002252887,0.0002509172,0.0009021445],"domain_scores_gemma":[0.9955315,0.00106647,0.0004856677,0.0001082293,0.001995977,0.0008122334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001301127,0.0007659575,0.08456535,0.0005056619,0.0007787961,0.0009605756,0.0006282115,0.8302866,0.0003830421,0.04540281,0.02558921,0.008832725],"study_design_scores_gemma":[0.001590549,0.0004085089,0.05437279,0.0005390074,0.001125367,0.0003184454,0.003179435,0.9079263,0.0002251536,0.007967464,0.02196214,0.0003848941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8084735,0.004135394,0.007556722,0.01449167,0.0003285667,0.001880663,0.06010973,0.0003128999,0.1027109],"genre_scores_gemma":[0.964702,0.002356828,0.004464747,0.0007653222,0.00006355994,0.0005310229,0.008593526,0.00004447243,0.01847851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08381855,"threshold_uncertainty_score":0.6081491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191796106888205,"score_gpt":0.2563598823763878,"score_spread":0.2244419213075057,"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."}}