{"id":"W4408991028","doi":"10.7748/nop.37.2.6.s2","title":"Pressure ulcer risk assessment tools – which to use and when","year":2025,"lang":"en","type":"article","venue":"Nursing Older People","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; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006856072,0.0001787021,0.0002832563,0.0001911581,0.0007630136,0.0001278997,0.000184095,0.0001519666,0.0008061608],"category_scores_gemma":[0.0002928288,0.000170107,0.00004601258,0.0003071823,0.00002021127,0.0003825985,0.0002128756,0.0004692837,0.00007084106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198452,"about_ca_system_score_gemma":0.0001588033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000638852,"about_ca_topic_score_gemma":0.001738004,"domain_scores_codex":[0.9978833,0.0006039485,0.0003670382,0.000446315,0.0002405265,0.0004589274],"domain_scores_gemma":[0.9985843,0.0003918448,0.00012121,0.0005187323,0.0002242685,0.0001596508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005976101,0.0002772453,0.2313967,0.0004980086,0.0002190397,0.000001172524,0.01486566,0.0000709165,0.0001493838,0.01744958,0.7037717,0.03124091],"study_design_scores_gemma":[0.0007527668,0.00002288293,0.7182761,0.0006331464,0.0002291425,2.235975e-7,0.001179894,0.0004596879,0.00001064991,0.00202823,0.2762651,0.0001422144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2623385,0.001000713,0.3428754,0.09310951,0.01059691,0.01271046,0.0002925522,0.001329703,0.2757462],"genre_scores_gemma":[0.9242656,0.00005290516,0.006007392,0.00318795,0.00009945445,0.0003133327,0.00002765384,0.00002675641,0.06601898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6619271,"threshold_uncertainty_score":0.8826895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240190999668498,"score_gpt":0.4191422924157722,"score_spread":0.3767403824190872,"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."}}