{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004673942,0.0002317472,0.0003090641,0.0007778013,0.003045012,0.001022111,0.0008592723,0.0003391131,0.001865537],"category_scores_gemma":[0.002073382,0.0002790292,0.0003962407,0.002169986,0.0005979927,0.0003605995,0.0007650633,0.0007088394,0.0001202561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01663853,"about_ca_system_score_gemma":0.02515744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896175,"about_ca_topic_score_gemma":0.9951479,"domain_scores_codex":[0.99926,0.00005836774,0.00005440046,0.0000784162,0.0002492078,0.000299518],"domain_scores_gemma":[0.9977328,0.0001028101,0.0005634402,0.0000455465,0.0008126553,0.0007427736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002921162,0.00003429293,0.9963254,0.00002993914,0.00001602259,0.00011163,0.0009104162,0.00002390524,0.00009859636,0.00003077102,0.0007482962,0.001641576],"study_design_scores_gemma":[0.000002364726,0.00001580236,0.9981451,0.00002894019,0.000006233612,0.00004500365,0.001349386,0.0000455738,0.000009895932,0.000007677418,0.0003400168,0.000003911986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955243,0.0007717405,0.00006564105,0.0005509256,0.00001925723,0.00004773043,0.001174704,0.000004754251,0.001841035],"genre_scores_gemma":[0.9982912,0.0004544091,0.00009006345,0.0001181909,0.000007350361,0.00001453661,0.0004090564,0.000001631313,0.0006135998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01663853,"threshold_uncertainty_score":0.1207216,"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."}}