{"id":"W6959511647","doi":"10.1021/acsmeasuresciau.3c00005.s001","title":"Multiplex\\nAssays Enable Simultaneous Detection and\\nIdentification of SARS-CoV‑2 Variants of Concern in Clinical\\nand Wastewater Samples","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiplex; Wastewater; Isolation (microbiology); Molecular diagnostics; Multiplex polymerase chain reaction; Real-time polymerase chain reaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009572268,0.0008578558,0.000477493,0.0008750933,0.0003726046,0.0009650513,0.0004383269,0.0006881321,0.002894911],"category_scores_gemma":[0.001061574,0.0005193512,0.0003214736,0.000381051,0.0003944822,0.0005295681,0.0007480429,0.0005993773,0.001334134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004606839,"about_ca_system_score_gemma":0.0003882184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008524196,"about_ca_topic_score_gemma":0.004326194,"domain_scores_codex":[0.9987378,0.0001786037,0.0001176392,0.0003349695,0.000540458,0.00009068719],"domain_scores_gemma":[0.9993761,0.0001490728,0.0001300189,0.00008246853,0.0001960045,0.00006640058],"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":[0.000451726,0.0001198775,0.009923146,0.0001391981,0.00003937663,0.0001022906,0.000164529,0.0003519103,0.9632748,0.0005070411,0.0006604947,0.02426554],"study_design_scores_gemma":[0.00002367802,0.0004744061,0.01499819,0.00002873789,0.00004778162,0.0005587183,0.0002276983,0.005424479,0.9685442,0.0003803785,0.009256034,0.0000356938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196747,0.002192338,0.1587597,0.000462648,0.0003437882,0.0007653914,0.003799088,0.002226507,0.01177572],"genre_scores_gemma":[0.7668349,0.001887084,0.2056637,0.0005259309,0.0001327521,0.0008739593,0.003548946,0.0001038713,0.02042898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002894911,"threshold_uncertainty_score":0.009684443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483238023634896,"score_gpt":0.3120004547435549,"score_spread":0.1636766523800653,"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."}}