{"id":"W4378227679","doi":"10.1039/d3sc01960h","title":"Isotope-encoded tetrahedral DNA for multiple SARS-CoV-2 variant diagnosis","year":2023,"lang":"en","type":"article","venue":"Chemical Science","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; Sichuan University; Department of Science and Technology of Sichuan Province; National Natural Science Foundation of China","keywords":"DNA; Isotope; Tetrahedron; Computational biology; Genetics; Chemistry; Biology; Crystallography; Physics","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":[0.0001809323,0.0002747311,0.000188073,0.0002960452,0.0001046324,0.0002342781,0.000370506,0.0007321537,0.0005757954],"category_scores_gemma":[0.0003565032,0.000215721,0.0001901838,0.0001753459,0.0002952773,0.000297097,0.0003463569,0.0003275531,0.0002671263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524996,"about_ca_system_score_gemma":0.000168974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002832607,"about_ca_topic_score_gemma":0.0008179207,"domain_scores_codex":[0.9997852,0.00002971113,0.00001102813,0.00008466313,0.00006908434,0.00002021663],"domain_scores_gemma":[0.9998578,0.00003768638,0.00004069425,0.00001594461,0.00002891643,0.00001901525],"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":[0.00004314462,0.00001066617,0.0002537814,0.00003903282,0.000003374147,0.00003376373,0.00001826102,0.0001605569,0.9931885,0.0002025354,0.00003135655,0.006015111],"study_design_scores_gemma":[0.000005584434,0.0002423422,0.0004333797,0.00000530837,0.000009857004,0.0002710061,0.00001685461,0.003397179,0.9936519,0.00009249018,0.001863464,0.00001063345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8231357,0.002735475,0.1686212,0.0003033224,0.0001753674,0.0001613319,0.0003407188,0.0006084599,0.00391852],"genre_scores_gemma":[0.9085318,0.0006258636,0.08814669,0.000129695,0.00001020582,0.00005929845,0.0001637946,0.00001966558,0.002312984],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007321537,"threshold_uncertainty_score":0.002557576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07800310710935311,"score_gpt":0.343119428860866,"score_spread":0.2651163217515129,"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."}}