{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162541,0.0001972202,0.0002645741,0.0007998187,0.001459522,0.0009031799,0.0003652357,0.001056501,0.0007427123],"category_scores_gemma":[0.00445642,0.0001231704,0.0002820179,0.0002625896,0.0004761111,0.000566438,0.001200928,0.0009046873,0.0001577867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060654,"about_ca_system_score_gemma":0.001787497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002555605,"about_ca_topic_score_gemma":0.005121748,"domain_scores_codex":[0.9993173,0.000290676,0.00007681901,0.00003037731,0.000184145,0.0001006845],"domain_scores_gemma":[0.999318,0.0001207523,0.0001629643,0.00001136904,0.0001703636,0.0002165801],"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":[0.0001233512,0.003272301,0.3491893,0.002567117,0.00007972652,0.02475974,0.06834177,0.000592984,0.004342743,0.002460423,0.01465976,0.5296108],"study_design_scores_gemma":[0.00009600192,0.00650192,0.57061,0.0099884,0.0001925513,0.05619508,0.2555995,0.002697101,0.002536791,0.00882385,0.08657137,0.0001873899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9088634,0.02875932,0.004147037,0.0237972,0.0004742333,0.0006183707,0.00004700995,0.00006483031,0.03322866],"genre_scores_gemma":[0.962626,0.02495387,0.008281954,0.001363744,0.0002332468,0.000163074,0.00002631813,0.000004365881,0.002347247],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002555605,"threshold_uncertainty_score":0.006148219,"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."}}