{"id":"W3011542174","doi":"10.1016/j.ekir.2020.03.016","title":"A Cost-Minimization Analysis of Nurse-Led Virtual Case Management in Late-Stage CKD","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","funders":"","keywords":"Medicine; Psychological intervention; Kidney disease; Dialysis; Intervention (counseling); Emergency medicine; Intensive care medicine; Physical therapy; Nursing; 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":[0.005650403,0.00128576,0.001158483,0.000941734,0.0004792253,0.001148406,0.001797542,0.001336338,0.00451136],"category_scores_gemma":[0.01498825,0.000755461,0.001792274,0.0005295209,0.0007373892,0.00102032,0.001249022,0.001273336,0.000135307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004803359,"about_ca_system_score_gemma":0.003291193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787741,"about_ca_topic_score_gemma":0.005983758,"domain_scores_codex":[0.997166,0.002116192,0.00005919585,0.0001813607,0.0001573104,0.000319978],"domain_scores_gemma":[0.9850853,0.01277766,0.0009202134,0.0002192001,0.0005559652,0.000441728],"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":[0.000774844,0.0003073157,0.002415459,0.00009100268,0.0001242136,0.00005621649,0.00002725694,0.9915636,0.0001414276,0.001850759,0.0001714216,0.002476504],"study_design_scores_gemma":[0.0002541423,0.0006643647,0.001312771,0.00003428163,0.0001414406,0.00002256372,0.00006174327,0.995756,0.0001893695,0.001355973,0.0001938863,0.00001341508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946905,0.0005621861,0.04276236,0.0012883,0.0000520163,0.000863725,0.0007804813,0.00006024136,0.006725642],"genre_scores_gemma":[0.9931451,0.000128605,0.005278749,0.0001062595,0.000009449143,0.0003252595,0.0001559477,0.000006581283,0.0008439872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01787741,"threshold_uncertainty_score":0.03554666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200759586091854,"score_gpt":0.3073916408714658,"score_spread":0.2853840450105472,"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."}}