{"id":"W4316040554","doi":"10.1177/20543581221146033","title":"Infection Control Practices in In-Center Hemodialysis Units During Wave 1 of the COVID-19 Pandemic in Ontario, Canada: Research Letter","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; London Health Sciences Centre; Sunnybrook Health Science Centre; Health Sciences Centre; Ontario Stroke Network","funders":"","keywords":"Medicine; Pandemic; Hemodialysis; Infection control; Personal protective equipment; Outbreak; Isolation (microbiology); Dialysis; Medical emergency; Family medicine; Intensive care medicine; Emergency medicine; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Internal medicine; Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674852,0.0001923118,0.0002600905,0.0007399074,0.006890924,0.002033244,0.001482941,0.001932571,0.002539533],"category_scores_gemma":[0.008447416,0.0003324464,0.0003268677,0.00197047,0.002162027,0.000952645,0.0008247466,0.001674741,0.0002830917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07689814,"about_ca_system_score_gemma":0.133084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888937,"about_ca_topic_score_gemma":0.993622,"domain_scores_codex":[0.9977423,0.0002869161,0.0002704241,0.0002245192,0.0007307149,0.0007450182],"domain_scores_gemma":[0.9821935,0.002847032,0.002634215,0.000303467,0.008589037,0.003432835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311866,0.0003164361,0.5970114,0.001839864,0.00006180596,0.00315098,0.08579612,0.0002595694,0.001741805,0.001213941,0.2378468,0.07043017],"study_design_scores_gemma":[0.00008989459,0.0001864262,0.7443739,0.001856082,0.00006998975,0.001189577,0.1017515,0.0005866673,0.0005447744,0.0003022481,0.1489022,0.0001467326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6147328,0.01027888,0.0005056896,0.3415729,0.001796848,0.0003726509,0.004735373,0.00005555035,0.02594926],"genre_scores_gemma":[0.9106503,0.00986185,0.001023027,0.0677639,0.0007434668,0.0002232105,0.0009916081,0.00002725533,0.008715373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07689814,"threshold_uncertainty_score":0.5579377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193490399989941,"score_gpt":0.4088958743604976,"score_spread":0.2154054743705566,"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."}}