{"id":"W3136810172","doi":"10.1093/clinchem/hvab051","title":"AACC Practical Recommendations for Implementing and Interpreting SARS-CoV-2 Emergency Use Authorization and Laboratory-Developed Test Serologic Testing in Clinical Laboratories","year":2021,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Serology; Medicine; Medical laboratory; Test (biology); Authorization; Pandemic; Coronavirus disease 2019 (COVID-19); Immunology; Computer science; Pathology; Antibody; Infectious disease (medical specialty); Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.06067499,0.002849518,0.001517105,0.01000927,0.00329698,0.006746098,0.008418931,0.01534179,0.01871874],"category_scores_gemma":[0.1406632,0.001926996,0.002527434,0.005601331,0.003471812,0.004034892,0.003637818,0.007589299,0.02535017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005162167,"about_ca_system_score_gemma":0.03251105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01744032,"about_ca_topic_score_gemma":0.02642433,"domain_scores_codex":[0.9047663,0.04209758,0.01721686,0.001915551,0.03094267,0.003061024],"domain_scores_gemma":[0.7380714,0.05576192,0.0224755,0.01219038,0.1644679,0.007032799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001277259,0.0007423528,0.004235997,0.001683695,0.00003282872,0.001028076,0.0007376464,0.001941998,0.002866274,0.003958239,0.8115888,0.1710565],"study_design_scores_gemma":[0.0002239603,0.0005439073,0.008834047,0.00678891,0.0001080263,0.001569817,0.001677029,0.002298771,0.004183842,0.005994375,0.9675826,0.0001947867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01032368,0.02073643,0.1688011,0.3628993,0.02431098,0.03522666,0.01441978,0.01844619,0.3448358],"genre_scores_gemma":[0.02496198,0.02160347,0.7094666,0.1105551,0.005405022,0.02096647,0.01168676,0.001439194,0.09391535],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06067499,"threshold_uncertainty_score":0.3208839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2727747006299862,"score_gpt":0.4901374334422809,"score_spread":0.2173627328122948,"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."}}