{"id":"W4403910455","doi":"10.1142/9789811296628_0005","title":"Diagnostic Tests for SARS-CoV-2 and the Role of Laboratories","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Virology; Medicine; Pathology; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006838641,0.0002793889,0.0005107428,0.0004182436,0.0002487163,0.0001855956,0.0001363665,0.0001213496,0.00001069542],"category_scores_gemma":[0.000495513,0.000193854,0.0001835343,0.0001192284,0.001247583,0.0000246586,0.0001035308,0.0003592163,0.00004763332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003959951,"about_ca_system_score_gemma":0.0001874795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000110512,"about_ca_topic_score_gemma":0.0009401048,"domain_scores_codex":[0.9984194,0.00001348321,0.0004322887,0.0005338457,0.0003697581,0.0002311935],"domain_scores_gemma":[0.9976025,0.001286943,0.0002067114,0.0005136838,0.0003498577,0.00004031675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002278945,0.00002402698,0.0001246385,0.0008671726,0.000300384,0.00004718891,0.00149201,1.028275e-7,0.1711879,0.8028143,0.0119697,0.01094467],"study_design_scores_gemma":[0.0006465934,0.00004263854,0.000003826868,0.000863507,0.000341238,0.00002841151,0.00004004252,0.00006342827,0.2059691,0.08044596,0.711403,0.0001522209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01675099,0.00647118,0.000009043591,0.0001995821,0.002330536,0.001533145,0.0001277276,0.0001901182,0.9723877],"genre_scores_gemma":[0.1768355,0.000001988032,0.0002261903,0.0004468057,0.0003743764,0.00009583254,0.00001366426,0.000086764,0.8219189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7223684,"threshold_uncertainty_score":0.7905136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524974284988663,"score_gpt":0.2923511670208085,"score_spread":0.2571014241709219,"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."}}