{"id":"W3215064686","doi":"10.1016/j.jhin.2021.11.008","title":"Factors associated with transmission of COVID-19 in long-term care facility outbreaks","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Outbreak; Preparedness; Medicine; Pandemic; Environmental health; Population; Long-term care; Attack rate; Transmission (telecommunications); Risk assessment; Infection control; Emergency medicine; Coronavirus disease 2019 (COVID-19); Disease; Intensive care medicine; Infectious disease (medical specialty); Nursing; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001576454,0.0003560849,0.0002130395,0.0008569354,0.0006685532,0.0008712129,0.0005072163,0.0005200957,0.001965951],"category_scores_gemma":[0.007836016,0.0002418046,0.0005748417,0.0008433873,0.0004162187,0.0004684828,0.0008796846,0.0009168451,0.0001460489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007274366,"about_ca_system_score_gemma":0.0009870483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0158439,"about_ca_topic_score_gemma":0.01283193,"domain_scores_codex":[0.9986994,0.0003607647,0.0001764401,0.0002435396,0.000256707,0.0002631116],"domain_scores_gemma":[0.9926507,0.001136445,0.004303351,0.0003449765,0.0006820357,0.0008825318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002448266,0.00001535486,0.9994631,0.000003836887,0.00001119357,0.00003942841,0.00003779883,0.00002410342,0.00003673149,0.000003735416,0.00003973538,0.0003003883],"study_design_scores_gemma":[0.000001003294,0.00003943125,0.9995188,0.000007282065,0.000008285861,0.0001162772,0.0001441947,0.00009539147,0.00002496022,0.000006629997,0.00003543255,0.000002439956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992299,0.000150743,0.00009213715,0.00007376786,0.000006889742,0.000009804015,0.0001993156,0.000003313755,0.0002340319],"genre_scores_gemma":[0.9996324,0.00004646266,0.0000794481,0.0000152967,0.000006398173,0.00000585853,0.0001674784,0.000001511106,0.00004520889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0158439,"threshold_uncertainty_score":0.03150338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347141163307972,"score_gpt":0.3745015324575931,"score_spread":0.3310301208245134,"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."}}