{"id":"W4406253726","doi":"10.1136/emermed-2023-213869","title":"Care for older adults living with dementia in the emergency department: a systematic review and meta-synthesis of care partner roles and perspectives","year":2025,"lang":"en","type":"review","venue":"Emergency Medicine Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Emergency department; PsycINFO; Nursing; Dementia; MEDLINE; Health care; Grey literature; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00173883,0.0005706764,0.004192079,0.0004964529,0.0002081651,0.00001052062,0.0002644131,0.0001100146,0.003919246],"category_scores_gemma":[0.001642977,0.0002586719,0.0006050688,0.0005885183,0.0001130069,0.00009244952,0.00007725778,0.00049497,6.850221e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007009572,"about_ca_system_score_gemma":0.0002917206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001568977,"about_ca_topic_score_gemma":0.0001023386,"domain_scores_codex":[0.9956071,0.0008984822,0.001765395,0.0004846503,0.0008221802,0.0004221487],"domain_scores_gemma":[0.9971253,0.0004993882,0.0008680792,0.0003635907,0.0009667316,0.0001769034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000259698,0.0001207984,0.0009720862,0.9736232,0.006221398,0.000007595957,0.006167909,1.333312e-8,4.527956e-8,0.00001605321,0.00323186,0.009613054],"study_design_scores_gemma":[0.0007028516,0.000929327,0.001411771,0.6880094,0.2541438,0.0002492733,0.03798451,6.323932e-7,4.055794e-7,0.000005723834,0.01631038,0.0002519546],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007156806,0.9905641,0.00004192675,0.0004392139,0.00009580618,0.007103312,0.00005099154,0.000007339111,0.001625743],"genre_scores_gemma":[0.001420004,0.9931835,0.00004063898,0.00001945333,0.0001383814,0.00408788,0.00002784395,0.00003815302,0.001044149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2856138,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948084177800971,"score_gpt":0.3778698012473136,"score_spread":0.3383889594693039,"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."}}