{"id":"W3211795503","doi":"10.1101/2021.11.05.21265759","title":"Preventing the Transmission of COVID-19 in Older Adults Aged 60 Years and Above Living in Long-Term Care: Rapid Review Update","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Medicine; Hygiene; Infection control; Social distance; Personal protective equipment; Observational study; Staffing; Long-term care; MEDLINE; Cochrane Library; Family medicine; Isolation (microbiology); Sick leave; Guideline; Public health; Coronavirus disease 2019 (COVID-19); Nursing; Meta-analysis; Intensive care medicine; Physical therapy; Disease; Internal medicine; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01098821,0.001034984,0.005563284,0.009104555,0.0005230685,0.003325132,0.00208586,0.002351414,0.005065443],"category_scores_gemma":[0.0474369,0.0008233383,0.005588444,0.006571424,0.0006037462,0.002873036,0.00126371,0.001553181,0.0007256517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521839,"about_ca_system_score_gemma":0.01234445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006772262,"about_ca_topic_score_gemma":0.01908228,"domain_scores_codex":[0.9922415,0.002340056,0.00316332,0.0003908664,0.00166329,0.0002009481],"domain_scores_gemma":[0.9438211,0.03620809,0.008899433,0.0008074326,0.009611098,0.0006529145],"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":[0.0002186058,0.00005162225,0.0006870028,0.8092145,0.002830902,0.00009024271,0.0002091228,0.00008119291,0.0001893495,0.0003358705,0.00882106,0.1772705],"study_design_scores_gemma":[0.0002459279,0.0004459681,0.004673442,0.8914567,0.02108514,0.0005087139,0.0002430514,0.00009001464,0.0001908149,0.0002971533,0.0807209,0.00004213433],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003410947,0.9976519,0.00007423016,0.0006503933,0.000385775,0.0002326977,0.0002492214,0.0000102768,0.0004044472],"genre_scores_gemma":[0.003309205,0.9944053,0.0007248395,0.000701089,0.0002700955,0.0002687504,0.0001810546,0.000004693679,0.0001349534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01098821,"threshold_uncertainty_score":0.05811191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982329956859869,"score_gpt":0.3694506667766799,"score_spread":0.3396273672080812,"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."}}