{"id":"W3136249628","doi":"10.21203/rs.3.rs-102671/v1","title":"Intraoperative Hypotension during Liver Transplant Surgery is Associated with Postoperative Acute Kidney: A Retrospective Cohort Study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Retrospective cohort study; Cohort; Kidney transplant; Acute kidney injury; Surgery; General surgery; Anesthesia; Kidney; Internal medicine; Kidney transplantation","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":[0.001380868,0.0003363916,0.0005904805,0.0008167977,0.0006274129,0.000915469,0.0004779472,0.0004138101,0.001488137],"category_scores_gemma":[0.00247979,0.000522604,0.000999573,0.001644266,0.0003692669,0.0007080228,0.0007098723,0.0007202674,0.0001851708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517718,"about_ca_system_score_gemma":0.0007209277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004400361,"about_ca_topic_score_gemma":0.0047585,"domain_scores_codex":[0.9986278,0.0002806573,0.0002489784,0.0004108838,0.0002398219,0.0001918392],"domain_scores_gemma":[0.9975457,0.0003036135,0.001240772,0.0003441461,0.0002155117,0.0003503579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079036,0.00001866677,0.9991678,0.00001336452,0.00009779972,0.00009889076,0.00005120404,0.0000189363,0.00007908817,0.0000130646,0.00005291499,0.0002803892],"study_design_scores_gemma":[0.00001356694,0.0001882213,0.9982088,0.00001722985,0.0001421858,0.0005675022,0.0002962871,0.0002502684,0.00004790357,0.00002394768,0.0002344532,0.000009732795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988896,0.0003029378,0.0001925164,0.00002351118,0.000009475509,0.00001954786,0.0004121264,0.000002209519,0.0001479919],"genre_scores_gemma":[0.9993289,0.0001146153,0.00008877734,0.00002071484,0.00001176447,0.00001890151,0.0003665399,0.000001936436,0.00004792874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004400361,"threshold_uncertainty_score":0.008749545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04931938710609673,"score_gpt":0.3517316277174779,"score_spread":0.3024122406113812,"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."}}