{"id":"W4382934412","doi":"10.1016/j.clinbiochem.2023.110607","title":"Public knowledge of SARS-CoV-2 serological and viral lineage laboratory testing and result interpretation: A GENCOV study cross-sectional survey","year":2023,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"William Osler Health System; Public Health Ontario; Sinai Health System; Toronto Rehabilitation Institute; Women's College Hospital; St. Michael's Hospital; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Schwartz/Reisman Emergency Medicine Institute; York Central Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Serology; Medicine; Cross-sectional study; Test (biology); Asymptomatic; Family medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Social distance; Coronavirus disease 2019 (COVID-19); Demography; Immunology; Internal medicine; Antibody; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002953658,0.0001832523,0.0004163518,0.00008176098,0.0001225754,0.00006605759,0.0001042011,0.0003160028,0.000005959526],"category_scores_gemma":[0.03173762,0.0001635276,0.00007443698,0.0006907847,0.0005007093,0.00006651228,0.0002226371,0.0005471774,0.00001797091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002685276,"about_ca_system_score_gemma":0.0002063142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002026995,"about_ca_topic_score_gemma":0.00001384545,"domain_scores_codex":[0.9977862,0.0002299918,0.0009411672,0.0006283236,0.0001819662,0.0002323706],"domain_scores_gemma":[0.9957556,0.002948068,0.0002365156,0.0002843279,0.0006693011,0.0001062219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002013271,0.0003044182,0.7675918,0.000084954,0.00005253943,0.00001699842,0.00004731288,1.071047e-7,0.2307983,6.751754e-7,0.0000970601,0.0008045535],"study_design_scores_gemma":[0.001860786,0.0006254896,0.8585738,0.00004295716,0.0000241649,0.00004241196,0.0000773134,0.001791932,0.1367515,0.00001669204,0.00006020191,0.0001327481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985194,0.000143285,0.00001537335,0.00003703639,0.0002273518,0.0002085556,0.00004868133,0.0002075201,0.0005928469],"genre_scores_gemma":[0.9989427,0.000006402472,0.0002845124,0.0003221126,0.0003187344,0.00001672358,0.00002767355,0.00001872424,0.00006235615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09404676,"threshold_uncertainty_score":0.9764185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3070446258258566,"score_gpt":0.4617575555597369,"score_spread":0.1547129297338803,"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."}}