{"id":"W4200029017","doi":"10.1111/vox.13221","title":"Current challenges of severe acute respiratory syndrome coronavirus 2 seroprevalence studies among blood donors: A scoping review","year":2021,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Héma-Québec; Canadian Blood Services","funders":"","keywords":"Seroprevalence; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Coronavirus; 2019-20 coronavirus outbreak; Respiratory system; Intensive care medicine; Virology; Immunology; Internal medicine; Antibody; Serology; Outbreak; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001250384,0.0008873146,0.006090705,0.0004344169,0.0001108018,0.00002795318,0.0007104403,0.0003996828,0.00007560707],"category_scores_gemma":[0.00129301,0.0006987214,0.001338061,0.0009807453,0.0004234535,0.0001293835,0.0007245177,0.001184283,0.0001463596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337469,"about_ca_system_score_gemma":0.002244565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002211513,"about_ca_topic_score_gemma":0.00004260337,"domain_scores_codex":[0.9941612,0.0007473975,0.001828276,0.001267231,0.001267579,0.0007282461],"domain_scores_gemma":[0.9957614,0.000690692,0.000934483,0.001750469,0.0007290479,0.0001339382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007126291,0.0001854192,0.0001847804,0.5452124,0.001854324,0.001320317,0.000126848,5.595732e-9,0.000002757504,0.00001534154,0.0003318989,0.4507588],"study_design_scores_gemma":[0.0003859404,0.0003271989,0.00003758039,0.6021299,0.005575074,0.0005991079,0.00005856327,7.061415e-8,0.00002366488,0.00000273424,0.3904683,0.0003918076],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001379783,0.9938438,4.461965e-7,0.00004468073,0.0004525082,0.003681694,0.0001312824,0.0001038818,0.0003619022],"genre_scores_gemma":[0.00001098437,0.9966808,0.00005083528,0.001824147,0.0002974762,0.0009578366,0.00001837443,0.000131241,0.00002831111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.450367,"threshold_uncertainty_score":0.9995464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2720952016631401,"score_gpt":0.4957873756690046,"score_spread":0.2236921740058645,"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."}}