{"id":"W4289782750","doi":"10.14745/ccdr.v48i78a02","title":"Laboratory-acquired infections in Canada from 2016 to 2021","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Hygiene; Personal protective equipment; Environmental health; Salmonella; Transmission (telecommunications); Medicine; Personal hygiene; Laboratory safety; Medical emergency; Family medicine; Biology; Engineering; Pathology; Infectious disease (medical specialty); Telecommunications; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005412847,0.000436008,0.0002889021,0.00140809,0.00140147,0.00109479,0.0009280496,0.0003491955,0.004750003],"category_scores_gemma":[0.002082339,0.0002958008,0.0006778587,0.001850453,0.0003399907,0.0004761118,0.0009317003,0.001430322,0.0003286194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02532674,"about_ca_system_score_gemma":0.04188475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940615,"about_ca_topic_score_gemma":0.9958818,"domain_scores_codex":[0.9991443,0.00005413954,0.00005217763,0.0000877076,0.0002793814,0.0003821679],"domain_scores_gemma":[0.9982285,0.00005646244,0.0004154975,0.00003675128,0.000675869,0.0005868175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003126474,0.0001094555,0.9349846,0.0002001274,0.0001324653,0.0001836375,0.0004958999,0.0005858368,0.0001917756,0.0005337417,0.03722386,0.02504591],"study_design_scores_gemma":[0.00002767307,0.00004171254,0.9894394,0.0002202401,0.00005287447,0.0001612004,0.001133606,0.001115493,0.0001660059,0.0001145694,0.007511857,0.00001525122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8110129,0.008357048,0.0008894826,0.004468549,0.0004003076,0.0002831436,0.1471806,0.0002198871,0.02718806],"genre_scores_gemma":[0.9695126,0.002835805,0.0005919393,0.0007706099,0.00004791952,0.00005594831,0.02120479,0.00002097033,0.004959351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02532674,"threshold_uncertainty_score":0.1837593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331701223768745,"score_gpt":0.2685950107102517,"score_spread":0.2552779984725642,"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."}}