{"id":"W4408056945","doi":"10.1016/j.iccn.2025.103980","title":"The 2023 World delirium awareness and quality Survey: A Canadian substudy","year":2025,"lang":"en","type":"article","venue":"Intensive and Critical Care Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Calgary Laboratory Services; Montreal Heart Institute; Alberta Children's Hospital; Université de Montréal; University of Alberta; University of Calgary; Children's Hospital of Eastern Ontario; Alberta Health Services","funders":"","keywords":"Medicine; Delirium; Quality (philosophy); Environmental health; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003213466,0.0006516563,0.0007782383,0.003624639,0.002864323,0.001235829,0.001759472,0.0006100411,0.002628141],"category_scores_gemma":[0.005850036,0.0005185498,0.001625731,0.008930182,0.000627848,0.000726537,0.001757649,0.001018289,0.0005943394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03431608,"about_ca_system_score_gemma":0.03876769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855216,"about_ca_topic_score_gemma":0.9884536,"domain_scores_codex":[0.9964588,0.0003016687,0.0003367443,0.000329862,0.001746915,0.0008259498],"domain_scores_gemma":[0.9925211,0.0002529309,0.001605504,0.0001806177,0.004256505,0.001183389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001400299,0.00009511856,0.9871299,0.0002795045,0.0001526949,0.00002928932,0.00041302,0.00009140337,0.0000666411,0.00006550208,0.007171789,0.004365026],"study_design_scores_gemma":[0.00001811444,0.00003210008,0.9984993,0.00004093434,0.00002290592,0.00001460985,0.0002605872,0.00007833266,0.0000240141,0.000005753751,0.0009941095,0.000009284141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8026791,0.002367003,0.0004964284,0.001447515,0.00009944787,0.002117703,0.178416,0.00007439172,0.0123024],"genre_scores_gemma":[0.9335168,0.00164142,0.001542116,0.001297945,0.00006684662,0.001517979,0.05848487,0.00002817967,0.0019038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03431608,"threshold_uncertainty_score":0.2489817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05496726743091732,"score_gpt":0.3992162952476949,"score_spread":0.3442490278167776,"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."}}