{"id":"W4210929621","doi":"10.3390/vaccines10020250","title":"Optimization, Production, Purification and Characterization of HIV-1 GAG-Based Virus-like Particles Functionalized with SARS-CoV-2","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Universitat Autònoma de Barcelona; McGill University","keywords":"Bioprocess; Recombinant DNA; Virus; Transferability; Coronavirus; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Bioreactor; Virus-like particle; Computational biology; Chemistry; Biology; Computer science; Gene; Biochemistry; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003810089,0.0003558214,0.0001995028,0.0001637115,0.0001831784,0.000316519,0.0001961596,0.0003272803,0.0003547088],"category_scores_gemma":[0.0003134362,0.000122461,0.0002597879,0.0001848864,0.0001611535,0.0002074127,0.0001848759,0.0003896499,0.0001888783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270457,"about_ca_system_score_gemma":0.0002814533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006584536,"about_ca_topic_score_gemma":0.001045108,"domain_scores_codex":[0.9997593,0.00003699088,0.00002174358,0.0000455015,0.0001034654,0.00003316673],"domain_scores_gemma":[0.9999266,0.00001588499,0.00001862001,0.00000917307,0.00002215686,0.000007637011],"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":[0.00001061391,0.00001918163,0.0001146413,0.00002715646,0.000003024139,0.00001904706,0.00001459907,0.00033851,0.9983909,0.00005426158,0.00001798666,0.0009901447],"study_design_scores_gemma":[0.000002410716,0.00008683436,0.0008623407,0.000002683688,0.000004916697,0.00002947835,0.0000103488,0.001161644,0.9969111,0.00002239331,0.0009026998,0.000003320508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773441,0.0009465802,0.01974285,0.00009626302,0.00002321036,0.0001962859,0.0004604989,0.00005916064,0.001131026],"genre_scores_gemma":[0.9598253,0.001039074,0.03593021,0.00005088704,0.000008054455,0.0001818651,0.001176152,0.00004227705,0.001746253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006584536,"threshold_uncertainty_score":0.002372921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278829507858878,"score_gpt":0.2906592270320729,"score_spread":0.2578709319534841,"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."}}