{"id":"W3181068552","doi":"10.1097/aln.0000000000003887","title":"Perioperative Normal Saline Administration and Delayed Graft Function in Patients Undergoing Kidney Transplantation: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for International Health","funders":"","keywords":"Medicine; Perioperative; Dialysis; Transplantation; Retrospective cohort study; Saline; Surgery; Odds ratio; Incidence (geometry); Cohort; Kidney transplantation; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002420839,0.0001712146,0.0003566758,0.000124311,0.0001070412,0.00002059436,0.00002969058,0.0001337962,0.00005363977],"category_scores_gemma":[0.0003045884,0.0001669026,0.00003450182,0.0002802558,0.00006404635,0.0001698776,0.00001051656,0.0001965169,0.000009015323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284209,"about_ca_system_score_gemma":0.0003189985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005352594,"about_ca_topic_score_gemma":0.001247464,"domain_scores_codex":[0.9984612,0.0002865898,0.0003765227,0.0004637274,0.0002113346,0.0002005969],"domain_scores_gemma":[0.9992287,0.0001154828,0.00009183189,0.0001666115,0.0002871593,0.0001102278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002169138,0.0005475044,0.9927189,0.00004218011,0.00006918395,0.0003047994,0.002517357,0.000006815605,0.0004022156,0.0001098335,0.00002011,0.001091966],"study_design_scores_gemma":[0.005313852,0.005521651,0.986155,0.00004493043,0.000181639,0.0001453884,0.001822666,0.00005733767,0.0005225774,0.000052812,0.00003744105,0.0001447253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981527,0.00006342544,0.0001005084,0.0003427844,0.0001272162,0.0008751935,0.00001180752,0.00004193983,0.0002844367],"genre_scores_gemma":[0.9980183,0.00009462688,0.0002884737,0.0006505697,0.00006836537,0.00007952178,0.0007175888,0.00001898811,0.00006362851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006563917,"threshold_uncertainty_score":0.6806091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984160311658731,"score_gpt":0.2565465346080732,"score_spread":0.2467049314914859,"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."}}