{"id":"W4399303453","doi":"10.5770/cgj.27.677","title":"Quality Assurance and Prevention of COVID-19 Before Admission in Geriatric Rehabilitation Unit in Long-Term Care Facilities","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Rehabilitation; Hygiene; Audit; Unit (ring theory); Incidence (geometry); Long-term care; Emergency medicine; Cohort; Pandemic; Medical emergency; Coronavirus disease 2019 (COVID-19); Physical therapy; Nursing; Disease; Internal medicine; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005819008,0.0002644049,0.0003021827,0.001187223,0.0009164014,0.0008316989,0.0007480828,0.0004148991,0.0007525018],"category_scores_gemma":[0.02012507,0.0002174762,0.0003676845,0.001504433,0.0005587728,0.0004547835,0.001001568,0.0005014461,0.00008572718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00361182,"about_ca_system_score_gemma":0.00874402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1050516,"about_ca_topic_score_gemma":0.106955,"domain_scores_codex":[0.9951562,0.001878432,0.0006502389,0.0003784904,0.001168792,0.000767898],"domain_scores_gemma":[0.9750792,0.002847781,0.01486863,0.000752281,0.004439451,0.002012585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006472634,0.0001188254,0.9929617,0.00006187745,0.00001506506,0.0000373963,0.0005711591,0.00006550787,0.0001868049,0.000008820401,0.0001025854,0.005805497],"study_design_scores_gemma":[0.000004341046,0.000317164,0.9989353,0.00003075723,0.000005631066,0.00003156199,0.0003978669,0.0001031799,0.00006983674,0.000003668705,0.00009742205,0.000003288825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985269,0.0003268247,0.0002463983,0.0002007944,0.000006749186,0.000118575,0.0001752683,0.00001050739,0.000387984],"genre_scores_gemma":[0.9991866,0.0001147147,0.0003956584,0.00006829368,0.000007800555,0.00003950673,0.000123089,0.000001157439,0.00006322913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050516,"threshold_uncertainty_score":0.2088802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141506239176353,"score_gpt":0.4003734748049412,"score_spread":0.3589584124131777,"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."}}