{"id":"W4407558153","doi":"10.1177/17504589251316744","title":"Language-specific approaches to reduce perioperative stress and anxiety related to anaesthesia for patients with limited English proficiency: A narrative review","year":2025,"lang":"en","type":"review","venue":"Journal of Perioperative Practice","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"Fraser Health Authority; Faculty of Medicine, University of British Columbia","keywords":"Anxiety; Perioperative; Medicine; First language; English language; MEDLINE; Intensive care medicine; Clinical psychology; Psychology; Anesthesia; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001752507,0.0008340124,0.001496457,0.003028339,0.0004932621,0.001391229,0.001057343,0.001025029,0.00398881],"category_scores_gemma":[0.0101841,0.0002647303,0.001783061,0.002830561,0.0005165381,0.001320197,0.0007668908,0.001047332,0.000455496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008635897,"about_ca_system_score_gemma":0.004015771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442096,"about_ca_topic_score_gemma":0.007432392,"domain_scores_codex":[0.9988231,0.0003776448,0.0003771643,0.0001022086,0.0002711384,0.00004871389],"domain_scores_gemma":[0.9951473,0.003754201,0.0005516842,0.0000581528,0.0004165339,0.00007226019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001331992,0.00006484842,0.0004120458,0.5281491,0.0009867864,0.000188163,0.0005906983,0.0001406996,0.0003334174,0.001444699,0.009784427,0.457772],"study_design_scores_gemma":[0.0001101748,0.0002521604,0.003750059,0.6867428,0.007692522,0.002277121,0.00103535,0.0001315621,0.0004551034,0.001404493,0.2960989,0.00004967098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000209963,0.9990108,0.00006656979,0.0002180513,0.00008027781,0.00002473857,0.00002463723,0.000002338267,0.0003624714],"genre_scores_gemma":[0.001898296,0.9975542,0.0001749246,0.0002032465,0.00004597428,0.00002903604,0.00002200464,0.000001154356,0.00007111488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00398881,"threshold_uncertainty_score":0.01334387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109115173091957,"score_gpt":0.454780795841963,"score_spread":0.3438692785327673,"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."}}