{"id":"W2148703464","doi":"10.1093/ndt/gfs419","title":"Survival comparison between intensive hemodialysis and transplantation in the context of the existing literature surrounding nocturnal and short-daily hemodialysis","year":2013,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Context (archaeology); Intensive care medicine; Transplantation; Medical prescription; Intensive care; Internal medicine; Pharmacology","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":[0.001148883,0.0004024188,0.001537912,0.00316659,0.0002519147,0.0009492343,0.0006442518,0.0006686645,0.001948586],"category_scores_gemma":[0.003746209,0.0001508063,0.0008944512,0.003897819,0.0003805364,0.001149295,0.0004868548,0.0006851393,0.0001863883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005648755,"about_ca_system_score_gemma":0.00174525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205235,"about_ca_topic_score_gemma":0.002665823,"domain_scores_codex":[0.9994059,0.0001690878,0.0001923653,0.00007850307,0.0001315207,0.00002259853],"domain_scores_gemma":[0.9977997,0.001644929,0.0002916202,0.00002032775,0.0002088301,0.00003449217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003197271,0.00008172436,0.00304895,0.1908187,0.00100307,0.0004945692,0.0003342037,0.0002520713,0.000576975,0.003021549,0.012646,0.7874024],"study_design_scores_gemma":[0.0001289565,0.0007031374,0.02953752,0.220985,0.009425611,0.01150448,0.001717617,0.000334119,0.001156645,0.005436475,0.7189705,0.00009995642],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002224392,0.9993855,0.00002134539,0.0001072435,0.00005417642,0.000002220648,0.00001123373,6.161515e-7,0.0001952157],"genre_scores_gemma":[0.002331041,0.997238,0.00008270948,0.000140167,0.000133641,0.00000579451,0.00001835283,3.90995e-7,0.00004982612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00316659,"threshold_uncertainty_score":0.006518722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05569006378550952,"score_gpt":0.32829804352592,"score_spread":0.2726079797404105,"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."}}