{"id":"W4400885915","doi":"10.1186/s13741-024-00439-y","title":"The impact of glucagon-like peptide-1 receptor agonists in the patients undergoing anesthesia or sedation: systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Perioperative; Anesthesia; Sedation; Gastric emptying; Randomized controlled trial; Hypoglycemia; Odds ratio; Internal medicine; Insulin; Stomach","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":[0.002052667,0.0002960055,0.002098493,0.0002081352,0.0001301117,0.00005773005,0.0001581328,0.00004941025,0.0005947266],"category_scores_gemma":[0.001513128,0.00009917968,0.0005221168,0.001504162,0.0002608533,0.0001606497,0.00002579413,0.0002447545,0.0000135648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311415,"about_ca_system_score_gemma":0.0002449928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009570166,"about_ca_topic_score_gemma":0.0002375425,"domain_scores_codex":[0.9972631,0.0007411091,0.0009312827,0.0003454201,0.0004998215,0.0002192529],"domain_scores_gemma":[0.996563,0.00235792,0.0002034642,0.0005502438,0.0002459606,0.00007944566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009381608,0.0008326703,0.01836806,0.5332074,0.3589639,0.0007171687,0.06249998,0.0001383978,0.001179021,0.0007069852,0.02190831,0.0005399088],"study_design_scores_gemma":[0.002483536,0.004916866,0.03210273,0.05916651,0.8887925,0.0006881937,0.007866313,0.001254639,0.0002919947,0.00003652539,0.00151561,0.0008846038],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.386015,0.5626748,0.0003890429,0.0414123,0.00025417,0.007932877,0.00004060616,0.00009080625,0.001190421],"genre_scores_gemma":[0.9773525,0.01595946,0.00007896108,0.002022416,0.00006617115,0.0004607381,0.00007602421,0.00002939494,0.003954319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5913375,"threshold_uncertainty_score":0.651184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278303377504989,"score_gpt":0.3465477731501175,"score_spread":0.3037647393750676,"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."}}