{"id":"W2740061872","doi":"10.1016/j.jcrc.2017.07.045","title":"Perioperative prediction of agitated (hyperactive) delirium after cardiac surgery in adults – The development of a practical scorecard","year":2017,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Health Research Board","keywords":"Delirium; Medicine; Perioperative; Cardiac surgery; Intensive care unit; Population; Emergency medicine; Balanced scorecard; Psychological intervention; Intensive care medicine; Anesthesia; Mechanical ventilation; Surgery; Psychiatry","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":[0.0042533,0.0007776172,0.001386394,0.001285324,0.0003990457,0.001569304,0.000828614,0.0009081578,0.00120691],"category_scores_gemma":[0.01292056,0.0003436088,0.001200139,0.0007512172,0.0003679412,0.00147214,0.001597676,0.0008491381,0.0003022178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005257933,"about_ca_system_score_gemma":0.000914367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189584,"about_ca_topic_score_gemma":0.002385392,"domain_scores_codex":[0.99717,0.001029809,0.0006494475,0.0002238906,0.0007612662,0.0001656842],"domain_scores_gemma":[0.9955453,0.001703481,0.001001614,0.000247408,0.001095871,0.0004063178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00182986,0.001262857,0.9285598,0.0001451817,0.0006993438,0.0001080431,0.0001813335,0.001479415,0.0004110152,0.0003573238,0.001993542,0.06297233],"study_design_scores_gemma":[0.0008313514,0.005661201,0.9547705,0.0001629201,0.0006723843,0.0005387124,0.0007256991,0.03208977,0.000941428,0.0009666631,0.002567461,0.00007193704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930485,0.0004561575,0.002581839,0.0003725956,0.00013491,0.000585658,0.0004603272,0.0000355212,0.00232441],"genre_scores_gemma":[0.9891897,0.0003774075,0.008317138,0.0001180282,0.00009791917,0.0003910925,0.001119772,0.000008189629,0.0003807293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0042533,"threshold_uncertainty_score":0.02249384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615606384850215,"score_gpt":0.3481399824675168,"score_spread":0.3119839186190146,"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."}}