{"id":"W2028948060","doi":"10.3747/pdi.2012.00257","title":"Impact of Modality Choice on Rates of Hospitalization in Patients Eligible for Both Peritoneal Dialysis and Hemodialysis","year":2014,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"HalTech; University of Toronto; University of Manitoba; University of Calgary; Institute for Clinical Evaluative Sciences; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Population; Prospective cohort study; Cohort; Intensive care medicine; Emergency medicine; Kidney disease; Cohort study; End stage renal disease; Home hemodialysis; Surgery; Internal medicine","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":[0.001399887,0.0001529555,0.0003073267,0.0005533322,0.0004053708,0.0008422317,0.0003985587,0.0004227065,0.002456519],"category_scores_gemma":[0.008902939,0.0001963485,0.001001286,0.0007274689,0.0002605725,0.0005369277,0.0005653032,0.0008707295,0.0001198043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006677264,"about_ca_system_score_gemma":0.0008261777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009718007,"about_ca_topic_score_gemma":0.01330193,"domain_scores_codex":[0.9985586,0.0004852846,0.0001528264,0.0002304555,0.0002765622,0.0002962824],"domain_scores_gemma":[0.9923788,0.002293173,0.003637331,0.0003290203,0.0003385079,0.001023219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464616,0.00002442077,0.9991409,0.000004271026,0.00004711593,0.00001726325,0.00001820233,0.00001726929,0.00002245985,0.000009619016,0.00003701919,0.0005148941],"study_design_scores_gemma":[0.000009779964,0.0001225016,0.9992304,0.000008973863,0.00004437847,0.0001478022,0.0001326359,0.0001767229,0.00002976641,0.00002442459,0.00006899822,0.000003662488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990653,0.0002380875,0.00003926607,0.00008963628,0.000006620641,0.000005787891,0.0002253658,0.000001545195,0.0003283252],"genre_scores_gemma":[0.999719,0.00005135218,0.00003827848,0.00002062214,0.000008439347,0.000003826386,0.0001232791,7.968879e-7,0.00003432806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009718007,"threshold_uncertainty_score":0.01932287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151700635068726,"score_gpt":0.3172473884389139,"score_spread":0.3057303820882267,"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."}}