{"id":"W4310642595","doi":"10.1093/geront/gnac175","title":"With COVID Comes Complexity: Assessing the Implementation of Family Visitation Programs in Long-Term Care","year":2022,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; Dalhousie University; Trent University; University of Alberta","funders":"Health Canada; Michael Smith Health Research BC; Canadian Institutes of Health Research; Saskatchewan Health Research Foundation; Healthcare Excellence Canada; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Term (time); Coronavirus disease 2019 (COVID-19); Long-term care; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Psychology; Medicine; Nursing; Virology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007186024,0.0001041835,0.0002089069,0.00005653936,0.001248172,0.0000210997,0.0002696231,0.00003396637,0.0001299548],"category_scores_gemma":[0.00001483317,0.00005908389,0.00003885026,0.0002997958,0.0002359439,0.00007513872,0.0001171312,0.0003491651,0.000002705955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584322,"about_ca_system_score_gemma":0.0002831256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008975976,"about_ca_topic_score_gemma":0.02132113,"domain_scores_codex":[0.9978888,0.00101439,0.0003496672,0.000162783,0.0002904264,0.0002939464],"domain_scores_gemma":[0.9989085,0.0003425571,0.0003403051,0.0002897712,0.00009480758,0.00002409048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393478,0.0000553501,0.8608477,0.000177264,0.00002601202,0.000006671839,0.09702465,0.0000364538,0.00006910201,0.0008234976,0.0007324193,0.04006157],"study_design_scores_gemma":[0.0006265879,0.0001732489,0.6341498,0.0000226618,0.0000278528,0.000002469708,0.3645187,0.000006714082,0.000004502236,0.0001468458,0.0002683239,0.00005223668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993076,0.0008529833,0.0004437435,0.003259824,0.0003373217,0.001262087,0.00002393696,0.00004746399,0.0006966228],"genre_scores_gemma":[0.9989063,0.00001061838,0.0001521268,0.0002622945,0.00004393587,0.0003189534,0.0002417534,0.00001139777,0.0000525898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674941,"threshold_uncertainty_score":0.9976233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696318176853631,"score_gpt":0.4779121730650714,"score_spread":0.3082803553797084,"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."}}