{"id":"W3170454335","doi":"10.14740/cii129","title":"Abnormal Reverse Transcriptase-Polymerase Chain Reaction Amplification Curve as Possible Pre-Selection Tool for SARS-CoV-2 “English Variant” Sequencing","year":2021,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Polymerase chain reaction; Reverse transcriptase; Gene; Biology; Coronavirus; Reverse transcription polymerase chain reaction; Genome; Sequence analysis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Genetics; Medicine; Messenger RNA; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125945,0.0002041382,0.0003919898,0.000168961,0.0004629577,0.0001131925,0.00006238703,0.0003332332,0.00002099787],"category_scores_gemma":[0.003953192,0.000207516,0.0002798257,0.0005603823,0.0001498587,0.0004697415,0.0000355295,0.00091983,0.00002396752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236288,"about_ca_system_score_gemma":0.0006432986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002894366,"about_ca_topic_score_gemma":0.0002249729,"domain_scores_codex":[0.9976592,0.0005596123,0.0007379648,0.0004757938,0.0002359929,0.000331439],"domain_scores_gemma":[0.9980752,0.0004882953,0.0001793626,0.0004179339,0.0007730311,0.00006613581],"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":[0.002376916,0.00117958,0.07634076,0.0003445039,0.0002212961,0.00002660016,0.0006433325,0.000001070514,0.8934979,0.0008251365,0.001553145,0.02298977],"study_design_scores_gemma":[0.006334815,0.002118183,0.1270051,0.0002290861,0.0003522942,0.0004868741,0.0004062403,0.003205725,0.7290545,0.0008743151,0.1294577,0.0004751505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884364,0.0001413474,0.007665316,0.0003435269,0.0009824674,0.0007317329,0.00001776541,0.0001990277,0.001482399],"genre_scores_gemma":[0.986415,0.0001886891,0.0002913923,0.01197755,0.0006113248,0.0001246268,0.0001172179,0.00003398984,0.0002402223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1644434,"threshold_uncertainty_score":0.8462256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115917871535604,"score_gpt":0.4160450553957551,"score_spread":0.3044532682421947,"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."}}