{"id":"W3163636023","doi":"10.14745/ccdr.v47i04a06","title":"COVID-19 outbreak in a personal service setting in Kingston, Ontario, 2020","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Outbreak; Contact tracing; Public health; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Personal protective equipment; Environmental health; Medical emergency; Disease; Virology; Nursing; Infectious disease (medical specialty); Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005175762,0.0001854645,0.0003863818,0.00009421571,0.0001574994,0.00003054385,0.0001585086,0.00006520896,0.0003359225],"category_scores_gemma":[0.003366605,0.0002139745,0.00007622909,0.0007436495,0.00003192402,0.00007492704,0.0002241118,0.0006499036,0.000002591987],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003293188,"about_ca_system_score_gemma":0.03247309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9771222,"about_ca_topic_score_gemma":0.9983989,"domain_scores_codex":[0.9980528,0.0001415977,0.0005820834,0.0003856565,0.0004494652,0.0003883723],"domain_scores_gemma":[0.9979355,0.0002087568,0.0001699509,0.0008833433,0.0002024284,0.000600068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213528,0.0001598656,0.9068184,0.0002929758,0.00003981734,0.0869007,0.0008249214,0.00007117803,0.001799866,0.000009654683,0.002671557,0.0002897476],"study_design_scores_gemma":[0.00367751,0.0000229923,0.6061782,0.0009158655,0.0001428532,0.008592448,0.004443597,0.006657943,0.001298281,0.00008448093,0.3673883,0.0005974666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813623,0.0008633473,0.000005142916,0.007353548,0.000158222,0.0002287037,0.00001226539,0.00005890333,0.0099575],"genre_scores_gemma":[0.962705,0.000005540887,0.0002786323,0.03598054,0.00003567239,0.00004125719,0.0001406198,0.00002717227,0.000785538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3647168,"threshold_uncertainty_score":0.9730119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03308455541582347,"score_gpt":0.2932621365142555,"score_spread":0.260177581098432,"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."}}