{"id":"W2009121597","doi":"10.1038/ki.2011.338","title":"An economic assessment model for in-center, conventional home, and more frequent home hemodialysis","year":2011,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","funders":"Baxter Healthcare Corporation","keywords":"Hemodialysis; Home hemodialysis; Medicine; Dialysis; Intensive care medicine; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001907284,0.000125795,0.0002101597,0.0002647607,0.00003059963,0.00003687147,0.0001302753,0.00004205411,0.0006570156],"category_scores_gemma":[0.00001406792,0.0001136592,0.0001516394,0.00003253571,0.00005102119,0.0001587814,0.0000503855,0.00006051089,0.00001536255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050004,"about_ca_system_score_gemma":0.0001463554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004702069,"about_ca_topic_score_gemma":0.00001712587,"domain_scores_codex":[0.9990144,0.00001516949,0.0003022319,0.0003100742,0.0002088698,0.0001492999],"domain_scores_gemma":[0.9994164,0.00001114536,0.00008375833,0.0001596214,0.00005344944,0.0002756254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001537453,0.008271225,0.7456785,0.0003391064,0.003882885,0.00009356006,0.002140549,0.001470557,0.001878649,0.1815101,0.0425474,0.01064993],"study_design_scores_gemma":[0.007291014,0.0001460051,0.3158229,0.00009382761,0.0002734314,0.000008507458,0.0001408882,0.6657637,0.00006991532,0.006267306,0.003858516,0.0002639682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419612,0.00004858695,0.0348062,0.005191012,0.0009551327,0.000804441,0.001226851,0.00005079802,0.01495573],"genre_scores_gemma":[0.9859957,0.00005707059,0.01005695,0.001435329,0.0001499192,0.0001327539,0.001429908,0.0000158194,0.0007265603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6642932,"threshold_uncertainty_score":0.719386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942649215032819,"score_gpt":0.3101309338615604,"score_spread":0.2807044417112322,"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."}}