{"id":"W2106694419","doi":"10.1128/jcm.38.11.4264-4265.2000","title":"Can Pooling Be Used for Seroprevalence Studies of Hepatitis C?","year":2000,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"HIV Legal Network; University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Seroprevalence; Serial dilution; Pooling; Virology; Medicine; Antibody; Immunology; Biology; Serology; Pathology","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":[0.001045631,0.00009103946,0.0008184489,0.00007292755,0.00003654077,0.000002605414,0.00009019348,0.0001427502,0.00007166972],"category_scores_gemma":[0.003522172,0.00006667423,0.0003375184,0.00008461587,0.0002120375,0.00002783453,0.00001552699,0.0003135868,0.000003448836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000242193,"about_ca_system_score_gemma":0.0001287208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001671646,"about_ca_topic_score_gemma":0.00004356274,"domain_scores_codex":[0.9981434,0.0001291757,0.00139698,0.0001261853,0.00004606449,0.0001581963],"domain_scores_gemma":[0.9968627,0.001874081,0.0006444462,0.0001099007,0.0004574888,0.00005139372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001018884,0.0002628639,0.1111133,0.0001883787,0.0006146199,0.00004235618,0.0002966602,0.00001244331,0.8560376,0.00001656399,0.001382027,0.02901438],"study_design_scores_gemma":[0.02291842,0.01917075,0.04141475,0.002509938,0.001603577,0.007776402,0.0006361355,0.000416106,0.7901556,0.00118851,0.1116723,0.0005374216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965666,0.000757751,0.00005468555,0.001797794,0.0006070367,0.0001267261,0.00001501213,0.000009570836,0.00006484579],"genre_scores_gemma":[0.9909121,0.0006149299,0.004464593,0.003384463,0.0004968304,0.000001397536,0.000001190479,0.00001062979,0.0001138786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102903,"threshold_uncertainty_score":0.4216624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1768171657746317,"score_gpt":0.4585633990529572,"score_spread":0.2817462332783255,"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."}}