{"id":"W4406292877","doi":"10.1101/2025.01.08.25320217","title":"Connectivity between long-term care homes and subsequent SARS-CoV-2 outbreaks","year":2025,"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":"Public Health Ontario; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital; BlueDot (Canada); Ministry of Health and Long Term Care; McGill University","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Term (time); Long-term care; 2019-20 coronavirus outbreak; Medicine; Geography; Virology; Nursing; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002917762,0.0002473673,0.0002009244,0.0008331391,0.0007060748,0.0008962564,0.0005483606,0.0004199343,0.002437137],"category_scores_gemma":[0.002261781,0.0002051614,0.0005070077,0.001179136,0.0003188827,0.0005578955,0.000858631,0.0004292469,0.0001823513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313749,"about_ca_system_score_gemma":0.001215906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1488959,"about_ca_topic_score_gemma":0.2246559,"domain_scores_codex":[0.9995247,0.00005020339,0.00005499443,0.0001475712,0.0000874547,0.0001350072],"domain_scores_gemma":[0.9977341,0.0001161166,0.001461018,0.00008493595,0.0002765598,0.0003272342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002448848,0.000008785336,0.999263,0.000007386412,0.00003170753,0.00004570454,0.00006809969,0.00002762174,0.00003682194,0.00001106807,0.00008544858,0.0003898231],"study_design_scores_gemma":[0.000001428543,0.00001619192,0.9994825,0.00001042704,0.00001220704,0.00006800749,0.0002349952,0.00006580407,0.00001122607,0.000006992162,0.0000881211,0.000001972909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976304,0.0002192683,0.00009044731,0.00006530923,0.000006967062,0.00001248746,0.001456163,0.000002920975,0.0005160378],"genre_scores_gemma":[0.9988506,0.00009756115,0.00006897252,0.0000191834,0.0000101581,0.00001363351,0.0007263836,0.000001398738,0.00021211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488959,"threshold_uncertainty_score":0.2960584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06862913707675454,"score_gpt":0.4070809962363809,"score_spread":0.3384518591596263,"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."}}