{"id":"W4391381682","doi":"10.1371/journal.pone.0297588","title":"Factors associated with pressure ulcer and dehydration in long-term care settings in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dehydration; Long-term care; Neglect; Retrospective cohort study; Cohort; Cohort study; Intensive care medicine; Gerontology; Emergency medicine; Internal medicine; 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":[0.0001862151,0.0001117013,0.0001890589,0.0001062789,0.00009187882,0.00001874745,0.00006155112,0.00008973135,0.00049219],"category_scores_gemma":[0.00004760603,0.00009381594,0.00001039145,0.0001393117,0.00001006,0.0001349163,0.00006779929,0.000488521,0.000002499692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789264,"about_ca_system_score_gemma":0.0005583495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7403569,"about_ca_topic_score_gemma":0.9994102,"domain_scores_codex":[0.9988492,0.0001822101,0.0002341939,0.0002319309,0.0002547,0.0002478095],"domain_scores_gemma":[0.9996116,0.0001141293,0.00005809046,0.0001112447,0.00004761499,0.00005727686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001268679,0.0001075745,0.98671,0.001134513,0.0001874146,0.00002302337,0.01053271,0.00000863559,0.00006789699,0.00006255494,0.001050163,0.0001028564],"study_design_scores_gemma":[0.0005023497,0.00002193174,0.9946628,0.002373184,0.0001241527,2.453516e-8,0.001027641,0.0001331369,0.00006478857,0.00001865758,0.0009556722,0.0001156683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953592,0.0004447331,0.00001084794,0.0005541834,0.00009472722,0.001022175,0.00002300228,0.00005936858,0.002431719],"genre_scores_gemma":[0.9912311,0.000007708169,0.0000131481,0.0002400874,0.00001560394,0.0001071842,0.0001574513,0.00001624753,0.008211484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2590533,"threshold_uncertainty_score":0.5389135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318581342157091,"score_gpt":0.3002469713691168,"score_spread":0.2470611579475459,"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."}}