{"id":"W4409866696","doi":"10.1111/iwj.70240","title":"Educational Interventions to Improve Knowledge Among Nurses in the Prevention of Skin Tears in Hospitalised Adults and Older Adults: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"International Wound Journal","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; CINAHL; Psychological intervention; MEDLINE; Context (archaeology); Cochrane Library; Grey literature; Scopus; Modalities; Nursing; Population; Family medicine; Randomized controlled trial; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01203795,0.001745305,0.006667387,0.009557751,0.000886828,0.002938627,0.001732529,0.002978245,0.006436888],"category_scores_gemma":[0.03737218,0.0009622726,0.005153119,0.00818477,0.0006445594,0.002594486,0.001658947,0.001663568,0.0006519243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003719128,"about_ca_system_score_gemma":0.01334266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007053465,"about_ca_topic_score_gemma":0.01620803,"domain_scores_codex":[0.9944736,0.002511937,0.001599016,0.0002543966,0.0009195925,0.0002413812],"domain_scores_gemma":[0.9784694,0.01683342,0.002450462,0.0002178614,0.0017778,0.0002511143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000252777,0.0001273668,0.0003102274,0.8487505,0.002179849,0.00007454977,0.0004318012,0.0001033087,0.0001701124,0.0002636755,0.001614286,0.1457215],"study_design_scores_gemma":[0.0002435376,0.0003358816,0.001956762,0.9711188,0.01197526,0.0001366892,0.0004265687,0.00008596736,0.000174051,0.0002026245,0.01332488,0.00001896218],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001287453,0.9962999,0.0002178922,0.000331365,0.0001724817,0.001040921,0.000102008,0.000009790176,0.0005382926],"genre_scores_gemma":[0.006605027,0.989935,0.001142859,0.0003359786,0.0000856517,0.001568723,0.0001212202,0.000003614079,0.0002019582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01203795,"threshold_uncertainty_score":0.06366354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554799514747483,"score_gpt":0.4920237031419351,"score_spread":0.4564757079944602,"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."}}