{"id":"W3196586906","doi":"10.5770/cgj.24.493","title":"Improving End-of-Life Care for People with Dementia in LTC Homes During the COVID-19 Pandemic and Beyond","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Brock University; Toronto Rehabilitation Institute; McMaster University","funders":"Alzheimer Society","keywords":"Pandemic; Medicine; Dementia; Coronavirus disease 2019 (COVID-19); Palliative care; End-of-life care; Long-term care; Gerontology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Virology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748058,0.0001148328,0.0003366856,0.0002757518,0.0001794606,0.00003266587,0.00008638297,0.00007094989,0.00005173141],"category_scores_gemma":[0.00083302,0.00008608965,0.00006817764,0.0003529484,0.00005692206,0.00006569514,0.00002095349,0.0002217305,1.967763e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359443,"about_ca_system_score_gemma":0.004698945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01151573,"about_ca_topic_score_gemma":0.2800097,"domain_scores_codex":[0.9990165,0.00004614712,0.0003089461,0.0001523901,0.0001722359,0.0003037992],"domain_scores_gemma":[0.9985936,0.0002007435,0.0001820959,0.0001350991,0.0002833964,0.0006050431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008503711,0.000007227656,0.9892638,0.0006678802,0.00009969401,0.0001224186,0.006534822,0.00004613107,0.0005852347,0.00003971804,0.000211218,0.002336862],"study_design_scores_gemma":[0.01878345,0.0007666012,0.754254,0.0009215113,0.001299947,0.002708014,0.103074,0.0002293108,0.002673861,0.0003281062,0.1141349,0.0008262863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507468,0.0470877,0.0004804918,0.001093903,0.0001462858,0.0002018792,0.00009196816,0.000004379207,0.0001466116],"genre_scores_gemma":[0.994302,0.003024113,0.001810838,0.0005756005,0.0002000623,0.000008416447,0.00001867048,0.00001806721,0.00004222773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.268494,"threshold_uncertainty_score":0.9950667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058980033922381,"score_gpt":0.322308349091259,"score_spread":0.2817185487520352,"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."}}