{"id":"W1965788363","doi":"10.1213/01.ane.0000058846.45458.9f","title":"Knowledge and Practice Regarding Prophylactic Perioperative Beta Blockade in Patients Undergoing Noncardiac Surgery: A Survey of Canadian Anesthesiologists","year":2003,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Perioperative; Medicine; Blockade; Anesthesia; BETA (programming language); 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":[0.001557594,0.0002117131,0.0003106629,0.001419559,0.001743261,0.0009937448,0.001000332,0.0007183552,0.003006986],"category_scores_gemma":[0.009823625,0.0002491591,0.0003510532,0.002340331,0.001015216,0.0005294427,0.0006548342,0.0007667452,0.0002832221],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008079831,"about_ca_system_score_gemma":0.01358069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8779121,"about_ca_topic_score_gemma":0.8563617,"domain_scores_codex":[0.997799,0.0002073919,0.0001874089,0.0001399854,0.001245167,0.0004209729],"domain_scores_gemma":[0.9899791,0.001373401,0.003594446,0.000110761,0.002854919,0.002087297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004374678,0.00006991969,0.9853397,0.0001835189,0.00003082124,0.0001059406,0.003651233,0.000049057,0.0001708193,0.00004160421,0.001868651,0.008444928],"study_design_scores_gemma":[0.000006725075,0.00007150361,0.9938691,0.00009190312,0.00001396645,0.0001198991,0.004218207,0.000113589,0.00002823507,0.000009844277,0.00144502,0.00001206816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916968,0.001324538,0.00007077583,0.002451262,0.00002602913,0.00005687833,0.0008565497,0.000008674691,0.003508514],"genre_scores_gemma":[0.9975056,0.001129089,0.0001399869,0.0006421623,0.0000184227,0.00002059529,0.0002432294,0.000002010569,0.0002988323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9919202,"threshold_uncertainty_score":0.2456138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286158161193364,"score_gpt":0.2786919743714075,"score_spread":0.2458303927594739,"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."}}