{"id":"W4312000470","doi":"10.12927/hcq.2022.26980","title":"Improving Family Presence in Long-Term Care during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; McMaster University; Western University; Concordia University; University of Ottawa; Université Laval; University of Regina","funders":"","keywords":"Visitor pattern; Pandemic; Coronavirus disease 2019 (COVID-19); Long-term care; Family caregivers; Psychological intervention; Nursing; Medicine; Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Best practice; Psychology; Family medicine; Gerontology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009452453,0.000230601,0.0003493784,0.0002442565,0.003148879,0.00002402156,0.0005312459,0.0001572785,0.0002397584],"category_scores_gemma":[0.00008849802,0.0001970411,0.0001050452,0.0006337439,0.00006538325,0.0001220988,0.0001461043,0.001770451,0.00004395555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276455,"about_ca_system_score_gemma":0.001990572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0282158,"about_ca_topic_score_gemma":0.02136574,"domain_scores_codex":[0.995227,0.001909364,0.0007367408,0.0005655361,0.0005313235,0.00103006],"domain_scores_gemma":[0.9978817,0.0006458244,0.0003098015,0.0007144493,0.0001153675,0.0003328716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002628949,0.00003610535,0.7432864,0.002352957,0.000007874875,0.0001196089,0.2167091,0.00002091368,0.0003046056,0.00008822556,0.001674636,0.0351367],"study_design_scores_gemma":[0.001529909,0.0005825363,0.693715,0.00009542127,0.00001311527,0.00005610036,0.2982807,0.00001928049,0.000001007438,0.0001148318,0.005310856,0.0002813452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815388,0.006109356,0.00008024986,0.007501944,0.00246016,0.001790877,0.0001100295,0.0002562415,0.0001523289],"genre_scores_gemma":[0.9950268,0.00006851772,0.00001937384,0.002764012,0.0004260649,0.0009650573,0.00007071495,0.00004415389,0.0006152652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08157159,"threshold_uncertainty_score":0.9981489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163173248166826,"score_gpt":0.3988063231801605,"score_spread":0.3471745906984923,"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."}}