{"id":"W2564786482","doi":"10.1097/01.asw.0000508713.25077.d6","title":"Older Adults, Falls, and Skin Integrity","year":2016,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Falls in older adults; Risk assessment; Nursing assessment; Continuing education; Nurse practitioners; Wound care; Injury prevention; Patient education; Human factors and ergonomics; Fall prevention; MEDLINE; Poison control; Medical emergency; Intensive care medicine; Health care; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005465316,0.0005014227,0.001355722,0.0002563998,0.0002692459,0.0000212261,0.0004986694,0.0005635642,0.0007220852],"category_scores_gemma":[0.0001213327,0.0003530394,0.0002563568,0.0002441409,0.0001101201,0.0003434794,0.0006129962,0.001438637,0.0003345773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004304503,"about_ca_system_score_gemma":0.00023361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000998668,"about_ca_topic_score_gemma":0.002421271,"domain_scores_codex":[0.996254,0.001032533,0.001002873,0.0007885683,0.0003110917,0.0006108974],"domain_scores_gemma":[0.9979804,0.0005287758,0.0005396072,0.0006779531,0.0001339114,0.0001393454],"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":[0.000008338068,0.00002810965,0.00005798633,0.03925845,0.00003666577,0.00001090741,0.001915981,4.92618e-8,9.880317e-10,0.002165734,0.001840008,0.9546778],"study_design_scores_gemma":[0.0006786537,0.00001898456,0.00009048337,0.06078882,0.0001236321,0.000002012274,0.004128723,2.100359e-7,2.963002e-8,0.0003345633,0.9334526,0.0003812771],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004879059,0.9698306,0.0003117822,0.00005216351,0.001971336,0.003292821,0.0001425563,0.00008492894,0.02430893],"genre_scores_gemma":[0.0001562378,0.9920402,0.0002679717,0.0002711229,0.000414927,0.001375122,0.0001502002,0.00006272841,0.005261506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9542965,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987842129176425,"score_gpt":0.443944765312707,"score_spread":0.4140663440209428,"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."}}