{"id":"W2108520705","doi":"10.2106/jbjs.n.00724","title":"Health Economic Implications of Perioperative Delirium in Older Patients After Surgery for a Fragility Hip Fracture","year":2015,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Delirium; Medicine; Hip fracture; Perioperative; Fragility; Surgery; Confidence interval; Internal medicine; Intensive care medicine; Osteoporosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207866,0.000121968,0.001019954,0.0005019064,0.00002489453,0.000008658927,0.000009963781,0.00007312474,0.00002818594],"category_scores_gemma":[0.004631328,0.00009938195,0.0003295458,0.00007998374,0.00007484965,0.0001489402,0.00001400756,0.0002038941,0.000001118118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689723,"about_ca_system_score_gemma":0.000956298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008258173,"about_ca_topic_score_gemma":0.00005220948,"domain_scores_codex":[0.9983636,0.00009298456,0.00110109,0.0001299178,0.0001241616,0.0001882645],"domain_scores_gemma":[0.9926844,0.0005205991,0.0006584612,0.0001060657,0.005830409,0.0002001111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001183444,0.0002943947,0.9340291,0.0001970531,0.00007669038,0.00001435045,0.001503194,0.000004893571,0.00004498186,0.000005591072,0.05871674,0.003929588],"study_design_scores_gemma":[0.00118828,0.0001980115,0.9936388,0.0004678274,0.00003450589,0.00004630733,0.00206256,0.00001105061,0.000206771,0.00009628791,0.001957831,0.00009181991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779027,0.001173857,0.0003778236,0.01990476,0.0002230666,0.0003150794,0.00005192065,0.000002617262,0.00004816776],"genre_scores_gemma":[0.983153,0.0001768409,0.0001117537,0.01639387,0.00008301926,0.00001667381,0.00003265517,0.00001451191,0.00001767658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05960967,"threshold_uncertainty_score":0.5544467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234839019926242,"score_gpt":0.2922413279110273,"score_spread":0.2598929377117649,"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."}}