{"id":"W4380576786","doi":"10.1111/jgs.18457","title":"Factors associated with recurrent emergency department visits among people living with dementia: A retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; St. Michael's Hospital; University of Toronto; Women's College Hospital; McMaster University; Impact; Institute for Clinical Evaluative Sciences","funders":"Institute for Clinical Evaluative Sciences; Ontario Brain Institute","keywords":"Medicine; Emergency department; Dementia; Hazard ratio; Retrospective cohort study; Proportional hazards model; Gerontology; Cohort study; Comorbidity; Cohort; Geriatrics; Population; Demography; Pediatrics; Confidence interval; Psychiatry; Internal medicine; Disease; Environmental health","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":[0.001463326,0.0003235778,0.0005023731,0.001029183,0.0008457357,0.0008519361,0.0006959371,0.0004091349,0.0006839464],"category_scores_gemma":[0.003216252,0.0004410748,0.0007993718,0.002076174,0.0003738845,0.0004571699,0.0006345154,0.0007273473,0.0001451374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141479,"about_ca_system_score_gemma":0.001705606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1770755,"about_ca_topic_score_gemma":0.2231996,"domain_scores_codex":[0.9989016,0.0001617519,0.000149904,0.0002714182,0.0003067273,0.000208553],"domain_scores_gemma":[0.9975181,0.000211235,0.001122519,0.0003326059,0.0004883307,0.0003271584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002997224,0.000015636,0.9993561,0.000008263074,0.00005523069,0.00004628978,0.00007650805,0.00001251622,0.00003091258,0.000006867303,0.00007752537,0.0002841321],"study_design_scores_gemma":[0.000007405426,0.00004441421,0.9993114,0.00001279726,0.00004896637,0.0001289596,0.0001679035,0.00008908238,0.00001199024,0.000008711339,0.0001642113,0.000004190015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978434,0.0002931166,0.0001345397,0.00003772293,0.000007449843,0.0000422802,0.00139197,0.000004489393,0.0002449978],"genre_scores_gemma":[0.9981124,0.000236276,0.0002009286,0.00005373295,0.0000103873,0.00003686284,0.001236916,0.000002586534,0.0001099013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1770755,"threshold_uncertainty_score":0.3520896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654682858909765,"score_gpt":0.2960387470373133,"score_spread":0.2794919184482156,"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."}}