{"id":"W4307548592","doi":"10.3390/v14112336","title":"SARS-CoV-2 Seroprevalence among Canadian Blood Donors: The Advance of Omicron","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Blood Services; University of Ottawa","funders":"Government of Canada; Canadian Blood Services","keywords":"Seroprevalence; Medicine; Logistic regression; Demography; Population; Internal medicine; Serology; Antibody; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046833,0.0001313891,0.0002149974,0.0001797495,0.0002458305,0.00001871852,0.000421983,0.00004094563,0.00006641376],"category_scores_gemma":[0.0001483592,0.0001016071,0.000084763,0.0004516811,0.0002158366,0.0001028788,0.000156026,0.0003615553,0.00004423715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478253,"about_ca_system_score_gemma":0.0006037877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2024039,"about_ca_topic_score_gemma":0.1004928,"domain_scores_codex":[0.9985973,0.0001022444,0.0002251559,0.0002702488,0.0004138701,0.0003911319],"domain_scores_gemma":[0.9991214,0.0001196036,0.00007583536,0.0005666734,0.0000760942,0.00004037821],"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":[0.0001172315,0.0001014189,0.2963222,0.00008494833,0.00006514016,0.0000948559,0.0004150687,0.000004648053,0.6999217,0.0001250066,0.001787147,0.000960661],"study_design_scores_gemma":[0.0006042648,0.0002185929,0.01322039,0.0000439922,0.00005802885,0.00003535644,0.0002819043,0.00005174064,0.741894,0.00005236907,0.2434306,0.0001088163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951709,0.001751604,0.000003438098,0.0002817861,0.000134588,0.0003958202,0.00007886232,0.00003488826,0.002148132],"genre_scores_gemma":[0.9453325,0.00003695818,0.00004787988,0.05433184,0.00008342037,0.00008743242,0.000001471174,0.00002708278,0.00005142074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2831018,"threshold_uncertainty_score":0.9159209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456050874433474,"score_gpt":0.3338695672553595,"score_spread":0.2882644798120121,"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."}}