{"id":"W2883226045","doi":"10.1016/j.accpm.2018.05.012","title":"A multicentre observational study on management of general anaesthesia in elderly patients at high-risk of postoperative adverse outcomes","year":2018,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Observational study; General anaesthesia; Anesthesia; Adverse effect; Ventilation (architecture); Comorbidity; Mechanical ventilation; Elective surgery; Abdominal surgery; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486884,0.0004805326,0.00108882,0.0004884981,0.0005864607,0.0009866557,0.0004767558,0.0009133244,0.001037649],"category_scores_gemma":[0.004811339,0.0004351703,0.001405088,0.001447769,0.0003814813,0.0008521777,0.0007098932,0.0009375929,0.0001306281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007478662,"about_ca_system_score_gemma":0.0009465551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009357901,"about_ca_topic_score_gemma":0.01179789,"domain_scores_codex":[0.9983371,0.0007001262,0.0002535725,0.0003391622,0.0001642898,0.0002057109],"domain_scores_gemma":[0.9955512,0.0008673282,0.002345724,0.0002686594,0.000347742,0.0006193671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001400911,0.0002109505,0.9966633,0.00005865559,0.0005448939,0.0001107686,0.000152829,0.00003007577,0.0001607478,0.000023733,0.0001272579,0.0005159291],"study_design_scores_gemma":[0.0002234964,0.0006784338,0.9979949,0.00002358782,0.0002660149,0.0001513604,0.0003773765,0.0001205698,0.00001882227,0.00002308954,0.0001125049,0.000009857616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992015,0.0003384685,0.0000482313,0.00003599276,0.00001090746,0.00001988215,0.0002174624,8.415145e-7,0.0001266687],"genre_scores_gemma":[0.999127,0.0001505974,0.000106789,0.000111971,0.00002413567,0.00002690455,0.0004003058,0.000001138048,0.00005106623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009357901,"threshold_uncertainty_score":0.01860684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944442316139059,"score_gpt":0.3246837264184353,"score_spread":0.2952393032570447,"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."}}