{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009195134,0.0003642446,0.0002642074,0.0006321953,0.0003425595,0.000775952,0.0005834914,0.0006480878,0.002451003],"category_scores_gemma":[0.01167985,0.0002633533,0.0004223184,0.0008337049,0.0005432089,0.0004805766,0.0007083167,0.001413353,0.0003629285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793883,"about_ca_system_score_gemma":0.0005380997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921557,"about_ca_topic_score_gemma":0.00256327,"domain_scores_codex":[0.9990295,0.0002703472,0.0001652195,0.0001463943,0.0002332885,0.0001553162],"domain_scores_gemma":[0.9876392,0.002792715,0.00745534,0.0003824833,0.0007118706,0.001018293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003618933,0.000008902278,0.9991911,0.000004575971,0.00001745518,0.00004296114,0.00001121138,0.00002356511,0.00005513653,0.000005684491,0.00005693381,0.0005463715],"study_design_scores_gemma":[0.000002815435,0.0000548852,0.9990227,0.00000887193,0.00002261548,0.0004050628,0.00007279315,0.0002636392,0.00005041585,0.00002443489,0.00006868139,0.000003067311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985671,0.0003639172,0.0001942345,0.0001915791,0.00002007472,0.000007441849,0.0001155216,0.000007616961,0.0005324722],"genre_scores_gemma":[0.9993642,0.0001810799,0.0001297169,0.00004149561,0.00003323295,0.00000490056,0.0001545989,0.000002305691,0.00008843494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002451003,"threshold_uncertainty_score":0.008199394,"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."}}