{"id":"W4386286878","doi":"10.1186/s13756-023-01292-2","title":"Barriers to infection prevention and control in long-term care/assisted living settings in British Columbia during the COVID-19 pandemic: a cross-sectional survey","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Resistance and Infection Control","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Interior Health; Provincial Health Services Authority; B.C. Women's Hospital & Health Centre; University of Guelph; University of British Columbia","funders":"WorkSafe Victoria; WorkSafeBC","keywords":"Pandemic; Medicine; Context (archaeology); Infection control; Coronavirus disease 2019 (COVID-19); Family medicine; Health care; Cross-sectional study; Personal protective equipment; Internal medicine; Intensive care medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002280125,0.0001605652,0.0003717948,0.0002762693,0.001651655,0.0003173435,0.00006597728,0.0002860131,0.00009336959],"category_scores_gemma":[0.002301956,0.0002064859,0.00007914864,0.0009009117,0.0001091376,0.0002912406,0.00005427661,0.0005122648,0.000009656434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006208504,"about_ca_system_score_gemma":0.0003839064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07370446,"about_ca_topic_score_gemma":0.8514178,"domain_scores_codex":[0.9969633,0.00112244,0.0006742073,0.0005231965,0.0001716697,0.0005451962],"domain_scores_gemma":[0.9981092,0.001059835,0.0002397905,0.0001572682,0.0002050551,0.0002288588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000326533,0.00002045631,0.9937465,0.0004900884,0.00002520788,0.0000103466,0.001069642,0.00006771003,0.001987607,7.634719e-7,0.001695767,0.0005594133],"study_design_scores_gemma":[0.004154977,0.00005608246,0.9940377,0.0004478392,0.00001883065,0.00002486346,0.0001741853,0.00002085854,0.000002225505,0.00001196822,0.0008440044,0.0002064162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963463,0.0001754074,0.0004646787,0.0002858259,0.0008590785,0.001548607,0.000125046,0.000160028,0.00003505337],"genre_scores_gemma":[0.9967083,0.0005796573,0.000002924144,0.001043695,0.0001594858,0.0002382793,0.0000488462,0.00002651911,0.001192235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7777134,"threshold_uncertainty_score":0.999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229899590306298,"score_gpt":0.3559967027430248,"score_spread":0.333006743712395,"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."}}