{"id":"W4226334746","doi":"10.17294/2694-4715.1010","title":"A Survey of Delirium Self-Reported Knowledge and Practices among Emergency Physicians in the United States","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Emergency Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"National Institute on Aging; Health Services Research and Development","keywords":"Delirium; Emergency department; Medicine; Family medicine; Medical emergency; 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":[0.00240444,0.0001385884,0.0002152103,0.0009406799,0.0002880119,0.0003977382,0.0002440005,0.0004467976,0.001488909],"category_scores_gemma":[0.008709523,0.0002028434,0.0001970764,0.0007455027,0.0002629937,0.0006787669,0.0005026291,0.0003916262,0.0003017189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722324,"about_ca_system_score_gemma":0.0006835718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004704203,"about_ca_topic_score_gemma":0.00574865,"domain_scores_codex":[0.9986734,0.0005092541,0.00026166,0.000114039,0.0003301465,0.0001115287],"domain_scores_gemma":[0.9931666,0.001732601,0.003125612,0.0002036478,0.001114009,0.0006575507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002687953,0.0001268686,0.9948526,0.00004200964,0.00002458699,0.00004223991,0.0006306428,0.00003126113,0.0001234817,0.000010787,0.0005215993,0.003566984],"study_design_scores_gemma":[0.000009762646,0.0001797315,0.9971451,0.00003741469,0.000009114864,0.0001144375,0.001804662,0.0001185217,0.00006050487,0.00001051803,0.0005066513,0.000003548555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980521,0.0001524599,0.00008023045,0.0003192423,0.000006841175,0.00003323277,0.0005870138,0.000004512156,0.0007644525],"genre_scores_gemma":[0.9985189,0.0002281272,0.0002367334,0.000317171,0.00001475416,0.00004744775,0.0004313448,0.000001517198,0.0002039822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004704203,"threshold_uncertainty_score":0.01271605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393060101154661,"score_gpt":0.3622299343740844,"score_spread":0.3182993333625377,"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."}}