{"id":"W4388983079","doi":"10.1007/978-3-031-42045-0_34","title":"Chronic Kidney Disease in the Intensive Care Unit","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Kidney disease; Renal replacement therapy; Intensive care medicine; Intensive care unit; Peritoneal dialysis; Context (archaeology); Dialysis; Population; Acute kidney injury; Disease; Renal function; Intensive care; 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":[0.0004090109,0.0005720483,0.0005285955,0.0008560271,0.0009156818,0.002071685,0.0005534537,0.001412989,0.05568344],"category_scores_gemma":[0.001039965,0.0002415294,0.0003243987,0.00113808,0.0005504406,0.001437318,0.001150108,0.00248506,0.02063351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318431,"about_ca_system_score_gemma":0.001595552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394428,"about_ca_topic_score_gemma":0.01964406,"domain_scores_codex":[0.999835,0.00004019392,0.000009507551,0.00001582125,0.0000826275,0.000016785],"domain_scores_gemma":[0.9996916,0.000159356,0.00001380001,0.00001359944,0.00007280467,0.00004881697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000492722,0.00002496616,0.00008221703,0.0001392354,0.000002289142,0.00005573294,0.0001200897,0.0001449019,0.00007504023,0.02402413,0.8846852,0.09064118],"study_design_scores_gemma":[0.000002035824,0.000007409543,0.0003476009,0.0002959297,0.000001398399,0.0001208727,0.00005400305,0.00004886051,0.00001923737,0.00751138,0.9915875,0.000003752235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000374701,0.08773449,0.002594472,0.01831668,0.01731003,0.000076663,0.0004270537,0.0001447625,0.8730212],"genre_scores_gemma":[0.001903387,0.05427442,0.002693652,0.01116132,0.005335439,0.00008586528,0.0003063582,0.00009866872,0.9241409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05568344,"threshold_uncertainty_score":0.1862797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06612192482690317,"score_gpt":0.3506700212702877,"score_spread":0.2845480964433845,"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."}}