{"id":"W2111051137","doi":"10.1186/1471-2318-10-67","title":"Development of the interRAI Pressure Ulcer Risk Scale (PURS) for use in long-term care and home care settings","year":2010,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; Homewood Research Institute; Western University; University of Waterloo","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Minimum Data Set; Long-term care; Scale (ratio); Risk assessment; Gerontology; Emergency medicine; Nursing homes; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070621,0.0001480983,0.0002216954,0.0001181132,0.0003553751,0.000019839,0.0002749783,0.0001935905,0.000071434],"category_scores_gemma":[0.0001749436,0.0001131758,0.0000800957,0.0001563203,0.0000370093,0.0001110542,0.0005060332,0.0004334303,0.000004645508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004285663,"about_ca_system_score_gemma":0.0002073376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008551954,"about_ca_topic_score_gemma":0.01471249,"domain_scores_codex":[0.9985265,0.0002063916,0.0004920755,0.0002864748,0.0001862442,0.0003023726],"domain_scores_gemma":[0.9988142,0.0001590937,0.0003470347,0.0004037792,0.0002046161,0.00007129001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006224139,0.00003861336,0.954803,0.00357894,0.00002762473,1.620003e-7,0.03151785,0.000004942848,0.0001992944,0.0001012012,0.00154678,0.00811936],"study_design_scores_gemma":[0.001469978,0.00001644674,0.9255075,0.0001536903,0.0001179953,2.447025e-7,0.005004175,0.00003253645,0.0001777516,0.00003692722,0.0673239,0.0001587879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912049,0.0005466838,0.003430221,0.00005875397,0.00157887,0.002691465,0.0001311264,0.00004211228,0.0003159356],"genre_scores_gemma":[0.976249,0.00003940667,0.02171238,0.0001114104,0.0001252062,0.0003383885,0.00004187872,0.00002953491,0.00135279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06577712,"threshold_uncertainty_score":0.8209918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245762972607552,"score_gpt":0.3364501929275769,"score_spread":0.3118738956668217,"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."}}