{"id":"W2891186424","doi":"10.1093/ageing/afy126.43","title":"127DELIRIUM PREVENTION IN ELECTIVE ORTHOPAEDIC SURGERY: A QUALITY IMPROVEMENT PROJECT","year":2018,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality management; Orthopedic surgery; General surgery; Surgery; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03571359,0.0005582418,0.000775863,0.001949315,0.001489291,0.002439365,0.001639095,0.0006955048,0.003426455],"category_scores_gemma":[0.0348957,0.0004693515,0.001047846,0.002508358,0.0007298451,0.001145612,0.005620956,0.001823858,0.0005860614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006183079,"about_ca_system_score_gemma":0.03390916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216556,"about_ca_topic_score_gemma":0.01275965,"domain_scores_codex":[0.9784285,0.01110753,0.002564556,0.001137495,0.00423748,0.00252443],"domain_scores_gemma":[0.9417859,0.005164095,0.01248871,0.002592157,0.01302974,0.02493952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001803428,0.01053156,0.4411477,0.004002942,0.0006833411,0.0002126695,0.002659293,0.001600241,0.001278022,0.001010014,0.02637951,0.5086913],"study_design_scores_gemma":[0.0021537,0.01224896,0.951226,0.002874036,0.0003048579,0.0001664523,0.002422513,0.001982283,0.0007699196,0.0003782468,0.02540164,0.00007150101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906555,0.007977085,0.01106579,0.03694296,0.001224364,0.02533884,0.008665273,0.0009402454,0.01719006],"genre_scores_gemma":[0.8827937,0.007423626,0.07162618,0.007156167,0.000516566,0.0147621,0.01094679,0.00009564737,0.004679203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571359,"threshold_uncertainty_score":0.1888738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506336760271342,"score_gpt":0.3297126244280621,"score_spread":0.2946492568253487,"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."}}