{"id":"W4414082200","doi":"10.1097/aln.0000000000005581","title":"Perioperative Management of the Patient Receiving Maintenance Hemodialysis","year":2025,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Perioperative; Hemodialysis; MEDLINE; Complication; Blood management","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":[0.0007609585,0.0002849515,0.0005166577,0.0005246169,0.0003411353,0.001236201,0.0003353707,0.0006760539,0.001341553],"category_scores_gemma":[0.002858235,0.00009004034,0.0002898561,0.0003205769,0.0002046058,0.000787559,0.0005042537,0.0013787,0.0003874715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160001,"about_ca_system_score_gemma":0.00109011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005246471,"about_ca_topic_score_gemma":0.001204018,"domain_scores_codex":[0.9995995,0.0001368694,0.00008863952,0.00002871306,0.0001063679,0.00003981007],"domain_scores_gemma":[0.9992806,0.0003708618,0.0001605729,0.000007648297,0.0001089216,0.00007140745],"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":[0.0002366153,0.000112277,0.00860459,0.01201254,0.0001443951,0.007772654,0.0008462011,0.0004956537,0.00327318,0.004141646,0.06310848,0.8992518],"study_design_scores_gemma":[0.00007491917,0.001500762,0.02999837,0.03202106,0.0006447847,0.08991625,0.004132993,0.001218013,0.002962602,0.00709897,0.8303117,0.0001196978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00774669,0.9586746,0.003204609,0.01811864,0.004149281,0.00005163371,0.00005294616,0.00003884655,0.007962682],"genre_scores_gemma":[0.03042421,0.9505936,0.004379929,0.00466043,0.008709735,0.00005128922,0.00009350948,0.000008277708,0.00107911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001341553,"threshold_uncertainty_score":0.004487932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007315380452686702,"score_gpt":0.2402710321944946,"score_spread":0.2329556517418079,"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."}}