{"id":"W4404052215","doi":"","title":"A retrospective study of perianesthetic and sedation deaths in dogs and cats submitted to Canadian veterinary diagnostic laboratories.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"CATS; Medicine; Sedation; Veterinary medicine; Retrospective cohort study; General surgery; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008486103,0.0003833152,0.0003703891,0.00225248,0.001442437,0.0007785151,0.0006065493,0.0004487667,0.001871212],"category_scores_gemma":[0.003391965,0.0005320485,0.0002755788,0.002217949,0.00082521,0.0004754961,0.0008343247,0.0005158089,0.0002863524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005236231,"about_ca_system_score_gemma":0.004947413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.326831,"about_ca_topic_score_gemma":0.4464732,"domain_scores_codex":[0.9985807,0.0001154619,0.0001592838,0.0002549464,0.0006172663,0.0002724174],"domain_scores_gemma":[0.99634,0.0003668125,0.001554472,0.0001359774,0.0009644345,0.0006382297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005237798,0.00001768257,0.9974958,0.00004050812,0.00001762497,0.0007175776,0.0003108777,0.00001180231,0.0001818409,0.00001065299,0.0001678123,0.0009754406],"study_design_scores_gemma":[0.000003807866,0.0001112731,0.996064,0.00002724606,0.00001606791,0.001839206,0.001288113,0.00003940412,0.00006005369,0.000005602498,0.0005393237,0.000005984687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979916,0.0004142358,0.00005809175,0.00003101754,0.00000706461,0.00008204996,0.0007803685,0.00000391201,0.0006317508],"genre_scores_gemma":[0.997954,0.0005064954,0.0001473598,0.00007245522,0.000008449028,0.00003810413,0.001039246,0.000002733977,0.0002312091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.326831,"threshold_uncertainty_score":0.6498573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0359664123321029,"score_gpt":0.2952330291007331,"score_spread":0.2592666167686302,"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."}}