{"id":"W4408159816","doi":"10.7748/ns.40.3.9.s3","title":"Pressure ulcer risk assessment tools – which to use and when","year":2025,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Risk assessment; Medicine; Risk analysis (engineering); Computer science; Computer security","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":[0.009233166,0.001484378,0.002009231,0.002518097,0.00121237,0.002943923,0.001809489,0.005640863,0.03819725],"category_scores_gemma":[0.05256421,0.0009938424,0.002634729,0.001197758,0.0009680834,0.00785334,0.002520337,0.003997406,0.02589726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008343065,"about_ca_system_score_gemma":0.002833107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987079,"about_ca_topic_score_gemma":0.01365605,"domain_scores_codex":[0.9932899,0.002360807,0.0013035,0.0002311958,0.002326288,0.0004884182],"domain_scores_gemma":[0.9832699,0.006283817,0.001325867,0.0006972766,0.006370191,0.002052981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002341384,0.0009253357,0.009872893,0.001580387,0.00007212057,0.000964033,0.00154318,0.000358419,0.0009377521,0.001824723,0.4225458,0.5591413],"study_design_scores_gemma":[0.000697114,0.001219186,0.05448773,0.04596064,0.0003146805,0.007627869,0.01082978,0.003038542,0.003376862,0.04546544,0.8261467,0.0008354705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03459944,0.05767113,0.1148455,0.5461735,0.01555299,0.008086236,0.006807391,0.01135646,0.2049074],"genre_scores_gemma":[0.1062672,0.07003288,0.5816073,0.1044833,0.008156867,0.008510982,0.00408951,0.002362602,0.1144893],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03819725,"threshold_uncertainty_score":0.1277825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773478367684095,"score_gpt":0.4441672034108899,"score_spread":0.396432419734049,"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."}}