{"id":"W4400055041","doi":"10.7748/nop.2024.e1462","title":"Assessment, prevention and management of skin tears in older people","year":2024,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Tears; Older people; Medicine; Gerontology; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008546958,0.0001625555,0.0002817333,0.0003198321,0.0001678784,0.00003081962,0.000131229,0.0001135439,0.000827054],"category_scores_gemma":[0.000006072689,0.0001626966,0.00007749871,0.0004992702,0.00003092757,0.0002239571,0.0001267288,0.0003342801,0.00004768107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761858,"about_ca_system_score_gemma":0.00007833789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002214425,"about_ca_topic_score_gemma":0.001056601,"domain_scores_codex":[0.9980595,0.0003324014,0.0005169068,0.0004122992,0.0002905606,0.0003882933],"domain_scores_gemma":[0.9993842,0.00009873858,0.0001123387,0.0002944988,0.00003587531,0.00007436967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009125261,0.002847224,0.1652234,0.0296315,0.0007092796,0.00006289266,0.09888801,0.0001119215,0.0006002814,0.1966408,0.1537526,0.3514409],"study_design_scores_gemma":[0.001143693,0.00003919989,0.9754938,0.004965815,0.0001348059,0.000001715835,0.005834241,0.001255037,0.00001266612,0.003309155,0.007642193,0.0001677066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7283508,0.003276896,0.07000487,0.00663485,0.005026481,0.006770667,0.00002964183,0.000564397,0.1793414],"genre_scores_gemma":[0.9811238,0.0003910858,0.002043363,0.0001000486,0.00005955205,0.0002327503,0.00002721305,0.00003327281,0.01598893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8102704,"threshold_uncertainty_score":0.9055662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575855112248192,"score_gpt":0.4275389756261494,"score_spread":0.4017804245036675,"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."}}