{"id":"W4404371025","doi":"10.1371/journal.pone.0311098","title":"The effect of the COVID-19 pandemic on delirium incidence in Ontario long-term care homes: A retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Dalhousie University","funders":"Horizon 2020; Canadian Institutes of Health Research; Government of Canada","keywords":"Delirium; Medicine; Incidence (geometry); Odds ratio; Retrospective cohort study; Confidence interval; Cohort study; Odds; Pandemic; Cohort; Pediatrics; Internal medicine; Psychiatry; Coronavirus disease 2019 (COVID-19); Logistic regression; Disease","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":[0.00105865,0.0003773698,0.0003757625,0.001178319,0.001275455,0.0007921253,0.0008487623,0.000377372,0.0009066711],"category_scores_gemma":[0.002888686,0.0004564512,0.0006902737,0.002054224,0.0005768283,0.0004988494,0.000860423,0.0003936208,0.0001496194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005610095,"about_ca_system_score_gemma":0.005442152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7071838,"about_ca_topic_score_gemma":0.7501024,"domain_scores_codex":[0.9988086,0.0001259263,0.0001233433,0.0002610334,0.0003940981,0.0002869859],"domain_scores_gemma":[0.9969516,0.0001491115,0.001561803,0.0002449149,0.0006841153,0.0004085232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004752919,0.000009208014,0.999283,0.000008089341,0.00003027923,0.00003043577,0.0001316089,0.000012411,0.00004281739,0.000005608647,0.00008666161,0.0003123767],"study_design_scores_gemma":[0.000003005351,0.00002622581,0.9996458,0.000006605323,0.00001078553,0.00002850789,0.000136731,0.00003324136,0.000007407332,0.000002386556,0.0000972911,0.000002114063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975993,0.0002814602,0.00006729602,0.00004703166,0.000005755543,0.0000404448,0.001525734,0.000003996136,0.0004290608],"genre_scores_gemma":[0.998312,0.0001817474,0.00008820428,0.00003704732,0.000007071543,0.00004666903,0.001122735,0.000002288523,0.0002023287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928162,"threshold_uncertainty_score":0.5890813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900343806274279,"score_gpt":0.2974409319975632,"score_spread":0.2684374939348204,"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."}}