{"id":"W2539419712","doi":"10.1053/j.ajkd.2016.05.020","title":"Intensive Hemodialysis and Potential Risks With Increasing Treatment","year":2016,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University Health Network; Seven Oaks General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Observational study; Hemodialysis; Intensive care medicine; Dialysis; Peritoneal dialysis; Intensive care; Confounding; Home hemodialysis; Kidney disease; Incidence (geometry); Intensive care unit; 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":[0.001127917,0.0006433516,0.001623424,0.002159658,0.0002763541,0.001348492,0.0007323546,0.001187534,0.00350754],"category_scores_gemma":[0.003750819,0.0002530256,0.0008618515,0.001972992,0.000473606,0.001381511,0.0007195196,0.001954323,0.0003596381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006540169,"about_ca_system_score_gemma":0.001990407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178947,"about_ca_topic_score_gemma":0.002950185,"domain_scores_codex":[0.9993926,0.0001346147,0.0001722657,0.00008759004,0.0001803537,0.00003250867],"domain_scores_gemma":[0.997874,0.00133545,0.0004803941,0.00002724957,0.0002196748,0.00006318698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001951554,0.0001223856,0.002591962,0.06382465,0.0007661235,0.0002683963,0.0001163834,0.0003617714,0.0002563423,0.003555228,0.02117494,0.9067665],"study_design_scores_gemma":[0.0002068597,0.0002929023,0.01489601,0.09199119,0.005137104,0.004845153,0.0004210651,0.0004262397,0.0004597742,0.007178415,0.8740243,0.0001211314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000107387,0.9990902,0.00003959201,0.0003065945,0.00009292617,0.000002028419,0.000008875872,0.00000156471,0.000350871],"genre_scores_gemma":[0.001354028,0.9977723,0.0001278036,0.0003313844,0.0002852599,0.000004482502,0.00001553687,5.703608e-7,0.0001085506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00350754,"threshold_uncertainty_score":0.01173383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218817091553328,"score_gpt":0.3184367047029037,"score_spread":0.2962485337873704,"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."}}