{"id":"W2593366582","doi":"10.12968/pnur.2017.28.2.73","title":"Incontinence-associated dermatitis: new insights into an old problem","year":2017,"lang":"en","type":"article","venue":"Practice Nursing","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Nursing practice; Skin care; Dermatology; Terminology; Nursing; Intensive care medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001003331,0.0001563283,0.0002166755,0.00009441699,0.002862427,0.0001894031,0.0004778593,0.0001669962,0.0002596848],"category_scores_gemma":[0.002131097,0.0001539632,0.00004575187,0.00007497807,0.00006133629,0.003395814,0.0001686385,0.0005996547,0.0003762361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395791,"about_ca_system_score_gemma":0.0002235917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004109067,"about_ca_topic_score_gemma":0.00174969,"domain_scores_codex":[0.9975752,0.000935222,0.0004492234,0.0003160446,0.0003134685,0.0004108091],"domain_scores_gemma":[0.9974571,0.0002870339,0.001042104,0.0007381887,0.0002281174,0.0002474816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002023425,0.001852625,0.007121766,0.0005101145,0.0003959244,0.00007952563,0.1476134,0.00002172109,0.001022084,0.08594433,0.3776329,0.3776032],"study_design_scores_gemma":[0.002810255,0.0001107953,0.07571826,0.002352257,0.0004455004,0.000003593935,0.009763548,0.0008915629,0.00008071369,0.05045556,0.8569298,0.0004381727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02728313,0.0007897964,0.01967912,0.1222152,0.004579589,0.002987258,0.000002708945,0.0007555249,0.8217077],"genre_scores_gemma":[0.9568487,0.0001742869,0.01498586,0.006942919,0.0004847505,0.0000786552,0.00002543903,0.00004122254,0.02041813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9295656,"threshold_uncertainty_score":0.9984357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06365691679598727,"score_gpt":0.454396623900172,"score_spread":0.3907397071041848,"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."}}