{"id":"W3212993033","doi":"10.1097/won.0000000000000818","title":"Incontinence and Incontinence-Associated Dermatitis in Acute Care: A Retrospective Analysis of Total Cost of Care and Patient Outcomes From the Premier Healthcare Database.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Acute care; Retrospective cohort study; Urinary incontinence; Health care; Diagnosis code; Mortality rate; Emergency medicine; Physical therapy; 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":[0.001301008,0.0003261732,0.0006553228,0.002269469,0.0003891712,0.000960979,0.0005694851,0.0004203634,0.001294564],"category_scores_gemma":[0.004676688,0.000419371,0.0007467289,0.00479663,0.0002348851,0.0008423826,0.001097964,0.0006209781,0.0002367576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049485,"about_ca_system_score_gemma":0.0009076219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01663275,"about_ca_topic_score_gemma":0.01881895,"domain_scores_codex":[0.9980443,0.0004841349,0.0004842101,0.0003429421,0.0003892393,0.0002551854],"domain_scores_gemma":[0.9934475,0.00059231,0.004751146,0.0002804846,0.000446326,0.000482282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005978332,0.00001716862,0.998862,0.00002740883,0.00007723171,0.00003648822,0.00002706449,0.00001936818,0.00001850844,0.00001139629,0.0002883365,0.000555315],"study_design_scores_gemma":[0.00001684812,0.00005540582,0.9989147,0.00002999986,0.00005344031,0.0002370017,0.0001450254,0.0001809718,0.00002505856,0.00001113464,0.0003263846,0.000004013462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870707,0.001033128,0.0001255927,0.0001348232,0.00001076399,0.0000597391,0.01103954,0.000008157937,0.0005174697],"genre_scores_gemma":[0.991433,0.0004147218,0.0002333992,0.0001392642,0.00002484923,0.00006791059,0.007596521,0.00000426692,0.00008606049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01663275,"threshold_uncertainty_score":0.03307182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156881691490307,"score_gpt":0.3133303977148598,"score_spread":0.2917615807999567,"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."}}