{"id":"W4399505468","doi":"10.1101/2024.06.05.597664","title":"Virological characteristics of the SARS-CoV-2 KP.3, LB.1 and KP.2.3 variants","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Infectivity; Genetics; Virus","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":[0.0004927929,0.0003151432,0.0001977193,0.0003893412,0.0002256482,0.0003353759,0.0002691828,0.0003480283,0.0004506595],"category_scores_gemma":[0.001574307,0.0001483702,0.0003271059,0.0003787382,0.0002523722,0.0001443499,0.0001391646,0.0003445077,0.0001771114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007366313,"about_ca_system_score_gemma":0.0003256506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04525968,"about_ca_topic_score_gemma":0.02411048,"domain_scores_codex":[0.9997663,0.0000476795,0.00002153749,0.00005270508,0.00006386048,0.00004789726],"domain_scores_gemma":[0.9993498,0.0002276761,0.000219322,0.0000335496,0.0001007503,0.0000689424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009227283,0.0002262041,0.7589908,0.00006743383,0.0001336811,0.0006176305,0.0005146227,0.02258715,0.2089933,0.0004187815,0.0003919221,0.006135689],"study_design_scores_gemma":[0.00002818867,0.0004403959,0.9210505,0.00001147686,0.00005708621,0.001341258,0.0004574478,0.05970269,0.01575466,0.0002476319,0.0008443811,0.00006428042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988979,0.00004469691,0.0004262118,0.000008126415,0.000001327687,0.000007703185,0.0004254731,0.000007409099,0.0001811024],"genre_scores_gemma":[0.998777,0.00001466507,0.0003405869,0.000006739606,9.253583e-7,0.000005376383,0.0007533496,0.000003281031,0.00009813595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04525968,"threshold_uncertainty_score":0.08999246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481473992355406,"score_gpt":0.2922464962214606,"score_spread":0.2574317562979066,"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."}}