{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002035985,0.0001752959,0.000384577,0.001853808,0.0003316101,0.00005193109,0.0001427921,0.0003145583,0.0002543314],"category_scores_gemma":[0.001544119,0.0001723041,0.0001042512,0.001314484,0.00005880976,0.0002914119,0.00002779631,0.0008060561,0.000007218984],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656241,"about_ca_system_score_gemma":0.00764207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05310221,"about_ca_topic_score_gemma":0.5397776,"domain_scores_codex":[0.9968993,0.0009518718,0.001050076,0.0002986533,0.0002790565,0.0005210317],"domain_scores_gemma":[0.9979205,0.0007033076,0.0002524375,0.0001903245,0.0002325556,0.0007008411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103412,0.00002056143,0.8783997,0.005249247,0.00001392601,0.0001160352,0.07281208,0.00005987129,0.00002840979,0.0004325813,0.002727709,0.04002959],"study_design_scores_gemma":[0.001079981,0.0002079676,0.955152,0.0006152705,0.00002361394,0.0000277319,0.0291791,0.00001688778,0.000001587015,0.003839623,0.009668118,0.0001880789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810005,0.01335819,0.0002706942,0.00248654,0.001661804,0.0006390968,0.0001718462,0.00002524828,0.0003860862],"genre_scores_gemma":[0.9975895,0.0009510337,0.0003225533,0.00004431123,0.0002736097,0.00002681195,0.00006750078,0.00002166504,0.0007030721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4866754,"threshold_uncertainty_score":0.9979837,"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."}}