{"id":"W3025007192","doi":"10.1016/j.jcv.2020.104433","title":"Real-time PCR-based SARS-CoV-2 detection in Canadian laboratories","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Sunnybrook Hospital; BC Centre for Disease Control; Sunnybrook Health Science Centre; St. Michael's Hospital; Saskatchewan Health; Dr. Georges-L.-Dumont University Hospital Centre; St. Joseph’s Healthcare Hamilton; Institut National de Santé Publique du Québec; University of Toronto; St. John’s Health Sciences Centre; Ste. Anne's Hospital; Dalhousie University; Public Health Agency of Canada; Saskatchewan Health Authority; Nova Scotia Health Authority; Toronto Public Health; Public Health Ontario; Hospital for Sick Children","funders":"Nationale Genossenschaft für die Lagerung radioaktiver Abfälle; University of Saskatchewan","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Pandemic; Virology; Medicine; Infectious disease (medical specialty); Outbreak; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005508278,0.0007216983,0.0004488948,0.001646108,0.001003288,0.001872373,0.001071166,0.0005261347,0.001355622],"category_scores_gemma":[0.009789278,0.000468884,0.0004364049,0.001445449,0.001426727,0.0006994091,0.0008308585,0.0005955648,0.0002128612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02285692,"about_ca_system_score_gemma":0.01691019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8434867,"about_ca_topic_score_gemma":0.921115,"domain_scores_codex":[0.9909026,0.001969015,0.0004750114,0.001126323,0.004346072,0.00118104],"domain_scores_gemma":[0.9954054,0.0009543618,0.0007292868,0.0001724778,0.002415098,0.0003233545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006337088,0.0007736146,0.6558781,0.001616538,0.0004136896,0.0006232213,0.006167949,0.008111925,0.1538227,0.001517894,0.002441396,0.162296],"study_design_scores_gemma":[0.0003210658,0.00443238,0.8677874,0.000311405,0.0005736716,0.0009039351,0.004631713,0.01315456,0.09092262,0.0002842032,0.01645737,0.0002198061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839468,0.003255908,0.004050488,0.0003903434,0.00006406162,0.0002304111,0.0007421293,0.000207608,0.007112391],"genre_scores_gemma":[0.992485,0.0007235525,0.005234743,0.0001969737,0.00001329183,0.00004449011,0.0003757614,0.00001175434,0.0009144659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565133,"threshold_uncertainty_score":0.3148701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0972169457826368,"score_gpt":0.3967819739354854,"score_spread":0.2995650281528486,"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."}}