{"id":"W4285406535","doi":"10.12927/hcpol.2022.26849","title":"Rights versus Risks: The Impact of Isolation on Residents and Families in Long-Term Care","year":2022,"lang":"en","type":"review","venue":"Healthcare policy","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"McMaster University","keywords":"Term (time); Isolation (microbiology); Long-term care; Environmental health; Actuarial science; Business; Psychology; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209822,0.000531649,0.001350305,0.001871148,0.0006953832,0.002071176,0.0008048889,0.002386451,0.00250002],"category_scores_gemma":[0.006991049,0.000236123,0.0007855985,0.002211642,0.001733032,0.00210626,0.001114091,0.002053654,0.000381603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801938,"about_ca_system_score_gemma":0.005034429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00965685,"about_ca_topic_score_gemma":0.02417981,"domain_scores_codex":[0.9977684,0.001209617,0.0002846706,0.0001273172,0.0005084657,0.0001016244],"domain_scores_gemma":[0.9954054,0.003704187,0.0003833479,0.00004589074,0.000375405,0.00008561915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001248313,0.0000409139,0.0003982344,0.1792687,0.0004814443,0.0002949371,0.002014224,0.0001577514,0.0002770036,0.01595002,0.05392018,0.7470718],"study_design_scores_gemma":[0.00003636497,0.0001030107,0.002436309,0.2187242,0.0006598437,0.0009602102,0.002223021,0.00004143227,0.0001315415,0.004484339,0.7701647,0.00003509323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007272,0.9981901,0.00001512087,0.001007942,0.0002141218,0.000001586067,0.000004351967,4.912515e-7,0.0004936076],"genre_scores_gemma":[0.001980172,0.9962947,0.00003904031,0.001273671,0.0002096909,0.000005513971,0.000006765704,7.25752e-7,0.0001898034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00965685,"threshold_uncertainty_score":0.01920128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1927806423680775,"score_gpt":0.5585596502884523,"score_spread":0.3657790079203748,"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."}}