{"id":"W4410313800","doi":"10.1097/aln.0000000000005427","title":"GLP-1 Receptor Agonists and Perioperative Care: Comment","year":2025,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Perioperative; Pharmacology; Intensive care medicine; Anesthesia","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":[0.0001202243,0.0001480987,0.0006256574,0.00007170053,0.000108506,0.00001379375,0.00004700052,0.0001479377,0.0001101965],"category_scores_gemma":[0.00009472663,0.0001090693,0.0001389707,0.00009972674,0.0002035922,0.00002118422,0.00003297094,0.0001341066,0.00005376222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004853613,"about_ca_system_score_gemma":0.00008371186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005873098,"about_ca_topic_score_gemma":0.000003745804,"domain_scores_codex":[0.9991252,0.0001427333,0.0001823729,0.0002629681,0.00007511528,0.0002116194],"domain_scores_gemma":[0.9992465,0.0003517822,0.00002513806,0.0002149792,0.0000669267,0.00009463962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008564316,0.0001397173,0.8611446,0.0002035108,0.0002443623,0.0005747717,0.003707598,0.000001154671,0.002048577,0.08383138,0.007731151,0.03951673],"study_design_scores_gemma":[0.0007665087,0.0002764619,0.3112491,0.00002805339,0.00005850262,0.0001294136,0.0009025486,0.000002034284,0.000575073,0.0000244902,0.6859041,0.00008371532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493359,0.003643667,0.000006291632,0.01841292,0.0001334077,0.0003374111,0.000001595995,0.00005724285,0.02807159],"genre_scores_gemma":[0.9734219,0.0005938001,0.0003694453,0.01926388,0.00007114118,0.00004565965,0.00002844166,0.00001125956,0.00619452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6781729,"threshold_uncertainty_score":0.4447718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00660615434229896,"score_gpt":0.2747626315987366,"score_spread":0.2681564772564377,"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."}}