{"id":"W4225908393","doi":"10.14745/ccdr.v48i01a01","title":"Canadian Public Health Laboratory Network Statement on Point-of-Care Serology Testing in COVID-19","year":2022,"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":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Serology; Statement (logic); Point-of-care testing; Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Public health; Family medicine; Pathology; Political science; Immunology; Antibody; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03861932,0.001530319,0.001858804,0.004393119,0.004011223,0.005915988,0.008610304,0.01065403,0.01519414],"category_scores_gemma":[0.07354294,0.002034658,0.002276258,0.006119677,0.004757475,0.00274625,0.003878254,0.01039579,0.01003744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01806869,"about_ca_system_score_gemma":0.1030082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6381363,"about_ca_topic_score_gemma":0.6683465,"domain_scores_codex":[0.9311052,0.01149306,0.009156981,0.002585817,0.04091622,0.004742657],"domain_scores_gemma":[0.8114988,0.03355687,0.01233905,0.008783758,0.1234429,0.01037855],"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":[0.0001708668,0.0001383054,0.00411507,0.0007366574,0.00002635868,0.0004540757,0.0003545993,0.0007265076,0.0012002,0.01248692,0.9377973,0.0417932],"study_design_scores_gemma":[0.00009693265,0.00009833233,0.01340304,0.002047952,0.00003494741,0.0004805406,0.0003170685,0.0008198954,0.001024388,0.002463551,0.9790819,0.0001313622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.007664231,0.03200275,0.07394567,0.3064879,0.0352715,0.007796887,0.03243644,0.006166951,0.4982277],"genre_scores_gemma":[0.09376693,0.0427559,0.1713837,0.4315487,0.01319057,0.007280082,0.05632506,0.002697638,0.1810515],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3618637,"threshold_uncertainty_score":0.7279896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07434013929006382,"score_gpt":0.3272318672920099,"score_spread":0.252891728001946,"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."}}