{"id":"W4403338576","doi":"10.2807/1560-7917.es.2024.29.41.2300719","title":"Association between delayed outbreak identification and SARS-CoV-2 infection and mortality among long-term care home residents, Ontario, Canada, March to November 2020: a cohort study","year":2024,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; St Joseph's Health Centre; Ministry of Health and Long Term Care; University of Ottawa; Women's College Hospital; Queen's University; McMaster University; Sunnybrook Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Outbreak; Medicine; Incidence (geometry); Cohort; Cumulative incidence; Demography; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001167045,0.0001947657,0.0003488924,0.0001086714,0.0004436403,0.0001261315,0.0000824768,0.0001178673,0.00002989442],"category_scores_gemma":[0.0001460543,0.0002024664,0.00003373817,0.0003883567,0.00002054808,0.0001547919,0.0001186896,0.0004417722,0.00002045826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653504,"about_ca_system_score_gemma":0.0004443645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589218,"about_ca_topic_score_gemma":0.9974363,"domain_scores_codex":[0.9974442,0.0005172951,0.0005555672,0.0006106424,0.0004999124,0.0003723424],"domain_scores_gemma":[0.9988351,0.0002951986,0.0001889851,0.0003155497,0.0002576153,0.0001074859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002384836,0.00001496908,0.9785516,0.0001834786,0.0001434092,0.00001957392,0.005068039,8.755063e-7,0.0001189299,8.594189e-7,0.01540091,0.0004735122],"study_design_scores_gemma":[0.0003220984,0.00006720892,0.9981994,0.00008582709,0.0001280284,0.000001266135,0.0002678396,0.000003848964,0.0000222947,0.000009426063,0.0006895446,0.0002032108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950268,0.0003182853,0.00005361311,0.0003696691,0.002101821,0.001617089,0.0002059387,0.0001085999,0.0001981503],"genre_scores_gemma":[0.9968528,0.00005159042,0.000004163688,0.0000768464,0.0003136298,0.0001090037,0.0002117713,0.00003183721,0.002348363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03851439,"threshold_uncertainty_score":0.8256339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461993851000805,"score_gpt":0.3545961023577968,"score_spread":0.3299761638477887,"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."}}