{"id":"W4285092465","doi":"10.21203/rs.3.rs-1840282/v1","title":"Evaluation of Ortho VITROS and Roche Elecsys S and NC Immunoassays for SARS‑CoV‑2 Serosurveillance Applications","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"University of California, Davis; Centers for Disease Control and Prevention","keywords":"Coronavirus disease 2019 (COVID-19); Virology; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01099018,0.001497987,0.000640314,0.001727863,0.0003694811,0.001309747,0.0009667589,0.0007460699,0.002149018],"category_scores_gemma":[0.009476452,0.0007346573,0.0007215601,0.001085044,0.0006905602,0.0006477716,0.0007625511,0.0005928854,0.0008452575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008920702,"about_ca_system_score_gemma":0.001322937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005531867,"about_ca_topic_score_gemma":0.010376,"domain_scores_codex":[0.9829706,0.007107767,0.001412113,0.002275782,0.005635833,0.0005978486],"domain_scores_gemma":[0.9900926,0.002709143,0.001968988,0.001031492,0.00365404,0.0005437436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009439041,0.001365246,0.5732288,0.001237425,0.0005576793,0.0005517238,0.0009189138,0.004190149,0.2764503,0.001500048,0.008551413,0.1220093],"study_design_scores_gemma":[0.0004270703,0.01052889,0.5935364,0.0003553097,0.0008248594,0.004829972,0.0008306005,0.05035289,0.3060268,0.0005055939,0.0315387,0.0002428662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926563,0.00551709,0.03736193,0.0008668131,0.0008320592,0.001229168,0.004949384,0.001671763,0.0210087],"genre_scores_gemma":[0.9136279,0.001109692,0.07475799,0.0006736492,0.0001855851,0.0006747262,0.00514915,0.0001014795,0.00371979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099018,"threshold_uncertainty_score":0.05812228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2061067700049227,"score_gpt":0.4848327452041817,"score_spread":0.278725975199259,"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."}}