{"id":"W4293793031","doi":"10.1097/ccm.0000000000005657","title":"Impact of Family Presence on Delirium in Critically Ill Patients: A Retrospective Cohort Study*","year":2022,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Delirium; Glasgow Coma Scale; Odds ratio; Retrospective cohort study; Population; Intensive care; Intensive care unit; Medical record; Emergency medicine; Checklist; Logistic regression; Pediatrics; Internal medicine; Anesthesia; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009932185,0.0003683118,0.0003972533,0.0009430207,0.0009070704,0.0007313511,0.0005644393,0.0004642294,0.0007927812],"category_scores_gemma":[0.002934182,0.0003821294,0.0005694908,0.001414898,0.0003856307,0.0005248957,0.0006042819,0.0005833663,0.0001087181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159426,"about_ca_system_score_gemma":0.001312856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0841411,"about_ca_topic_score_gemma":0.1178904,"domain_scores_codex":[0.9990608,0.0001918935,0.0001089503,0.0002483234,0.0002201517,0.0001697979],"domain_scores_gemma":[0.9975131,0.0002458506,0.001253902,0.0002063292,0.0003478725,0.0004330355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004761158,0.00001223954,0.9995387,0.000005907305,0.00003684257,0.00004622024,0.00004727217,0.000009076263,0.00003367273,0.000003410139,0.00003481388,0.0001843422],"study_design_scores_gemma":[0.000007226902,0.00008771016,0.9992982,0.00001008959,0.00003180289,0.0001877816,0.0002015304,0.00007944671,0.00001166227,0.000005675004,0.00007526397,0.000003515614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991291,0.000264456,0.00004859387,0.00002696955,0.000005008806,0.0000175879,0.0003645807,0.000001511978,0.0001421563],"genre_scores_gemma":[0.9994065,0.0001084454,0.00007798452,0.00002601663,0.000005937286,0.00001208988,0.0003138478,0.000001004828,0.00004817485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0841411,"threshold_uncertainty_score":0.1673027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06669102242228071,"score_gpt":0.4396505622950638,"score_spread":0.3729595398727831,"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."}}