{"id":"W4206131085","doi":"10.1186/s13054-021-03875-0","title":"Hyperoxemia in postsurgical sepsis/septic shock patients is associated with reduced mortality","year":2022,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Instituto de Salud Carlos III; Junta de Castilla y León; Fundación Ramón Areces","keywords":"Medicine; Septic shock; Sepsis; SOFA score; Mechanical ventilation; Shock (circulatory); Mortality rate; Organ dysfunction; Prospective cohort study; Anesthesia; Surviving Sepsis Campaign; Internal medicine; Surgery; Severe sepsis","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":[0.0004247876,0.0002808625,0.0004816784,0.0005124332,0.0002835561,0.0005655168,0.000192629,0.0004279758,0.002217983],"category_scores_gemma":[0.001597741,0.0001955063,0.0004521119,0.0005274037,0.0003411758,0.0002722963,0.0003596487,0.0007179552,0.0001916094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357854,"about_ca_system_score_gemma":0.0002479838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000688217,"about_ca_topic_score_gemma":0.0007790854,"domain_scores_codex":[0.9997148,0.00009362002,0.00003386052,0.00006366911,0.00003342731,0.000060642],"domain_scores_gemma":[0.998139,0.0003237515,0.0008785218,0.00006425934,0.00009326854,0.0005011493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006582431,0.00005153404,0.997595,0.00001385079,0.00006971617,0.0001178805,0.00002716588,0.0000325236,0.000538824,0.000007709487,0.00006174626,0.000825901],"study_design_scores_gemma":[0.00001905083,0.0002100254,0.9991083,0.000004924202,0.00003386125,0.0002598478,0.00006249409,0.0001630323,0.00006905713,0.00002688583,0.00003956913,0.000003013134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997141,0.00009930017,0.00003119102,0.00002475206,0.000004854923,0.000001898588,0.00004596594,0.000001219599,0.00007669437],"genre_scores_gemma":[0.9998012,0.00003308348,0.00002307015,0.00001821853,0.00001459164,0.00000229866,0.00007849796,4.927113e-7,0.0000286166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002217983,"threshold_uncertainty_score":0.007419884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07460313764976907,"score_gpt":0.3637563407184472,"score_spread":0.2891532030686781,"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."}}