{"id":"W4400798229","doi":"10.1016/j.jtv.2024.07.006","title":"Prevention of pressure ulcers from the perspective of frailty, pre-frailty, and health and social inequalities: An opinion paper","year":2024,"lang":"en","type":"review","venue":"Journal of Tissue Viability","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Perspective (graphical); Inequality; Gerontology; Artificial intelligence","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":[0.004946786,0.0003261394,0.001952489,0.00016168,0.0002582835,0.00002434691,0.0003901301,0.0003796782,0.0003257474],"category_scores_gemma":[0.0003275076,0.0002079538,0.0003810723,0.0001787199,0.0002284403,0.0003046809,0.000465217,0.001196232,0.000002170497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195426,"about_ca_system_score_gemma":0.001075859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957293,"about_ca_topic_score_gemma":0.0004216403,"domain_scores_codex":[0.9923856,0.004235885,0.002199622,0.000396787,0.0005260555,0.0002560304],"domain_scores_gemma":[0.9953415,0.0006531005,0.003000145,0.0004453431,0.0004034358,0.0001564792],"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":[0.0002572587,0.0007306022,0.0003890618,0.2282482,0.003311659,0.000002204392,0.07787745,0.00000176278,0.000006189519,0.01413881,0.02906008,0.6459767],"study_design_scores_gemma":[0.0005252283,0.0005552791,0.001937624,0.009197008,0.001508536,0.000003317732,0.00986816,0.000003658023,4.647677e-7,0.0171384,0.9590964,0.0001659738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002908264,0.9911955,0.000285756,0.002809547,0.001048572,0.003512982,0.0005299877,0.00001884662,0.0003079912],"genre_scores_gemma":[0.003886647,0.9934312,0.0003549043,0.0001866708,0.0008964781,0.00007072079,0.000063667,0.00004895781,0.001060807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9300362,"threshold_uncertainty_score":0.848011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202431663186202,"score_gpt":0.5282012920172598,"score_spread":0.3257696288310579,"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."}}