{"id":"W4323520712","doi":"10.56392/001c.55690","title":"A Qualitative Study of Emergency Department Delirium Prevention Initiatives","year":2022,"lang":"en","type":"article","venue":"Delirium","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Health Services Research and Development","keywords":"Delirium; Emergency department; Toileting; Medicine; Population; Psychological intervention; Qualitative research; Medical emergency; Intensive care medicine; Nursing; Psychiatry; Activities of daily living","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":[0.02370893,0.0006296929,0.0008783428,0.002017641,0.0119693,0.004244121,0.002074571,0.001661679,0.003099009],"category_scores_gemma":[0.03301465,0.0007148791,0.0004466301,0.002409433,0.01090871,0.004459025,0.006056875,0.003197662,0.0002812656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01269542,"about_ca_system_score_gemma":0.01538949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02303199,"about_ca_topic_score_gemma":0.03442501,"domain_scores_codex":[0.9814411,0.01433414,0.0005751841,0.0007514316,0.0009708698,0.00192731],"domain_scores_gemma":[0.9490904,0.03806795,0.002902504,0.0008287867,0.005147404,0.003962967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003282511,0.00007079089,0.002688898,0.0001778034,0.000002551202,0.0003094131,0.9933903,0.00002511341,0.0002014584,0.0007603487,0.0003366233,0.002003779],"study_design_scores_gemma":[0.000007619521,0.0000390633,0.0008250559,0.0001511246,0.000001860252,0.00005835639,0.9956519,0.00004299247,0.00009556296,0.0001377404,0.002982643,0.000006090608],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859205,0.0005854298,0.00264681,0.003172121,0.00007817933,0.0007528647,0.0002618543,0.00002003107,0.006562226],"genre_scores_gemma":[0.9930702,0.0006436272,0.001944504,0.001219164,0.00002000496,0.0009666777,0.00008442636,0.00001882029,0.002032466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02370893,"threshold_uncertainty_score":0.1253863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909458339604474,"score_gpt":0.4048349849793954,"score_spread":0.3457404015833506,"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."}}