{"id":"W2266594069","doi":"10.1213/ane.0b013e31829180b7","title":"The Surgical Apgar Score Is Strongly Associated with Intensive Care Unit Admission After High-Risk Intraabdominal Surgery","year":2013,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Institute on Drug Abuse; National Institute on Aging; National Institute on Alcohol Abuse and Alcoholism; Microsoft","keywords":"Medicine; Intensive care unit; Confidence interval; Odds ratio; Logistic regression; Retrospective cohort study; Triage; Apgar score; Emergency medicine; Cohort; Surgery; Internal medicine; Gestational age; Pregnancy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005484372,0.0005487148,0.001357356,0.0001774323,0.0003979372,0.000171811,0.0002178296,0.000337077,0.0007517387],"category_scores_gemma":[0.0004310522,0.000308923,0.0007838461,0.0005741428,0.0004119754,0.0001916051,0.00003677122,0.000645026,0.0002554153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137645,"about_ca_system_score_gemma":0.0003344821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007093747,"about_ca_topic_score_gemma":0.00006313615,"domain_scores_codex":[0.9964821,0.0005106275,0.0006198671,0.0006060493,0.0009291704,0.0008521481],"domain_scores_gemma":[0.9947638,0.002232662,0.0002907504,0.0007287644,0.001356601,0.0006274302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001851231,0.00008497598,0.9743831,0.0000446264,0.0004834419,0.00723207,0.0007350853,0.000003511343,0.000007602996,0.0003458392,0.00436292,0.01046562],"study_design_scores_gemma":[0.001553709,0.0004532836,0.9420409,0.0003636233,0.0007297423,0.001854465,0.003482732,0.00004868256,0.0001496243,0.00002625384,0.04883558,0.0004614459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861457,0.002017639,0.000006467424,0.0103767,0.00005152022,0.0007203872,0.000005174756,0.0001327213,0.0005437484],"genre_scores_gemma":[0.9940585,0.0005506748,0.000049372,0.002170625,0.0002311077,0.0001351687,0.0001034736,0.00008609339,0.002615014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04447266,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198789870224051,"score_gpt":0.2337546650183993,"score_spread":0.2217667663161588,"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."}}