{"id":"W4385852586","doi":"10.1111/wrr.13112","title":"Incidence, prevalence and risk factors of device‐related pressure injuries in adult intensive care unit: A meta‐analysis of 10,084 patients from 11 countries","year":2023,"lang":"en","type":"review","venue":"Wound Repair and Regeneration","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mechanical ventilation; Incidence (geometry); Intensive care unit; Cochrane Library; Risk factor; CINAHL; Meta-analysis; Emergency medicine; Internal medicine; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005803754,0.0003555756,0.002186156,0.0007347621,0.0002653111,0.00001592883,0.0001455477,0.0005175082,0.0001654123],"category_scores_gemma":[0.0004955748,0.0002501368,0.000529764,0.0008181291,0.0001542231,0.0001742712,0.0002823292,0.000380595,0.000003276088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004225639,"about_ca_system_score_gemma":0.0001821048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690588,"about_ca_topic_score_gemma":0.01540912,"domain_scores_codex":[0.995605,0.001796986,0.001488698,0.000541641,0.0003614617,0.0002062067],"domain_scores_gemma":[0.9959036,0.0006651868,0.001590485,0.0004251541,0.001345415,0.00007021475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001179243,0.0001719442,0.4944685,0.2088072,0.2267397,0.000004778853,0.05533724,0.0003268439,5.834329e-7,0.002080326,0.001890693,0.01005419],"study_design_scores_gemma":[0.00102758,0.0001994983,0.07579727,0.01217082,0.6830903,1.544683e-7,0.01082749,0.0006182189,0.000008694369,0.0002000071,0.2152713,0.0007886491],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04002319,0.9550628,0.00002853708,0.00001221114,0.0002637244,0.002490095,0.001987287,0.00007631574,0.00005581856],"genre_scores_gemma":[0.01520278,0.9802985,0.00004735551,0.00002415928,0.00002209928,0.0002631377,0.001543295,0.00002855923,0.00257017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4563506,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07362917767248438,"score_gpt":0.3957695490051166,"score_spread":0.3221403713326322,"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."}}