{"id":"W3111861606","doi":"10.1186/s13054-020-03412-5","title":"Postoperative hypotension in patients discharged to the intensive care unit after non-cardiac surgery is associated with adverse clinical outcomes","year":2020,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Edwards Lifesciences","keywords":"Medicine; Intensive care unit; Adverse effect; Acute kidney injury; Anesthesia; Hazard ratio; Blood pressure; Myocardial infarction; Mean arterial pressure; Retrospective cohort study; Dialysis; Cardiac surgery; Stroke (engine); Confidence interval; Surgery; Heart rate; Cardiology; 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":[0.0001337271,0.0002049987,0.0006498558,0.00004804061,0.00007695751,0.00001650405,0.00007340434,0.00014639,0.00003440488],"category_scores_gemma":[0.004452484,0.0001217685,0.0002305494,0.0002481578,0.0001145457,0.00005329149,0.00006488508,0.0005060637,0.00006448897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021394,"about_ca_system_score_gemma":0.0001230758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171257,"about_ca_topic_score_gemma":0.00001550351,"domain_scores_codex":[0.9983605,0.0002292517,0.0003416,0.0003823122,0.0003680917,0.0003182713],"domain_scores_gemma":[0.9966787,0.0007168127,0.0000255393,0.000263242,0.001957435,0.0003582673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007626851,0.00004772733,0.98378,0.0000362482,0.0000670757,0.0001347066,0.01285185,9.76721e-7,0.000006313514,0.000003245226,0.00069156,0.001617606],"study_design_scores_gemma":[0.001049334,0.0006798106,0.9708734,0.0003060119,0.0001061258,4.988368e-7,0.02615554,0.00002931449,0.0000822492,0.000001457936,0.0005427683,0.0001735609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825848,0.0001020673,0.00001502307,0.01591319,0.0004894747,0.0005680122,0.0002003623,0.00003548315,0.00009153158],"genre_scores_gemma":[0.9766983,0.000005917128,0.00003769474,0.02287693,0.0001386137,0.00004570269,0.0001340158,0.0000332658,0.00002952961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330369,"threshold_uncertainty_score":0.5330361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233081118031308,"score_gpt":0.3411926733495009,"score_spread":0.2988618621691879,"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."}}