{"id":"W4408971288","doi":"10.1016/j.vaa.2025.03.015","title":"The American College of Veterinary Anesthesia and Analgesia Small Animal Anesthesia and Sedation Monitoring Guidelines 2025","year":2025,"lang":"en","type":"article","venue":"Veterinary Anaesthesia and Analgesia","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Saint Hyacinthe; University of Calgary; Victoria Hospital","funders":"","keywords":"Medicine; Anesthesia; Sedation","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":[0.001247344,0.0008874036,0.001173509,0.0005546914,0.001246416,0.0001563292,0.0006260398,0.0002848867,0.00001480796],"category_scores_gemma":[0.00006570914,0.0007572618,0.0002093708,0.0008943375,0.001618503,0.0004752603,0.0002988265,0.0004845562,0.000006679415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006308316,"about_ca_system_score_gemma":0.0001351555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545081,"about_ca_topic_score_gemma":0.000005490943,"domain_scores_codex":[0.9954344,0.0008798699,0.001242384,0.001199183,0.0003441703,0.0009000148],"domain_scores_gemma":[0.9975273,0.0005066402,0.0006396084,0.0007550974,0.0002455701,0.0003258113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03014049,0.0009376233,0.3919284,0.0020309,0.001488874,0.04423611,0.001152765,0.00002435673,0.3339951,0.02148945,0.003873478,0.1687024],"study_design_scores_gemma":[0.001765481,0.01408571,0.8979989,0.0006403176,0.0004726271,0.03011921,0.001932736,0.001761334,0.0008858731,0.0009614073,0.04816542,0.001210994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825578,0.007273465,0.00005011078,0.009064719,0.00007520588,0.0006515106,0.00001420084,0.0001841981,0.0001288413],"genre_scores_gemma":[0.9886578,0.007569978,0.002292158,0.0007220919,0.0001633347,0.0001205027,0.00001398053,0.00008215861,0.0003779469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060705,"threshold_uncertainty_score":0.9994878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07040968539049286,"score_gpt":0.3550811474747405,"score_spread":0.2846714620842476,"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."}}