{"id":"W3182318449","doi":"10.1097/01.asw.0000757392.83467.8a","title":"Applying Frailty Syndrome to the Skin: A Review and Guide for Prevention and Management","year":2021,"lang":"en","type":"review","venue":"Advances in Skin & Wound Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Context (archaeology); Skin care; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566959,0.001651266,0.002105607,0.008425218,0.000810319,0.001756778,0.002070588,0.002334868,0.00803462],"category_scores_gemma":[0.006201748,0.0005321397,0.002117776,0.005042629,0.000705572,0.003185878,0.001417185,0.003658452,0.002751216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064094,"about_ca_system_score_gemma":0.006035461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007759883,"about_ca_topic_score_gemma":0.01443194,"domain_scores_codex":[0.9990463,0.0002159385,0.0002735175,0.0001021845,0.000305099,0.00005694472],"domain_scores_gemma":[0.9964443,0.001707382,0.0006438901,0.00007222751,0.0009397896,0.0001924013],"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":[0.00005691958,0.0001583689,0.0006274224,0.05026663,0.0001582251,0.0004399575,0.0002339428,0.0003686182,0.0002864674,0.003546541,0.316601,0.6272559],"study_design_scores_gemma":[0.00003206271,0.0001172857,0.002360471,0.1223246,0.0003223709,0.002274753,0.0002049624,0.0002447272,0.00009543273,0.003786851,0.8681762,0.00006023983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009402771,0.9898534,0.0005282972,0.005877074,0.002058913,0.0001043277,0.0001534496,0.00003651594,0.001294021],"genre_scores_gemma":[0.0004356624,0.9921772,0.001445789,0.003248754,0.001425774,0.000139595,0.0001780224,0.000007081501,0.00094216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008425218,"threshold_uncertainty_score":0.02687848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572766300672495,"score_gpt":0.4856910171428436,"score_spread":0.4199633541361187,"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."}}