{"id":"W4387729325","doi":"10.1002/smll.202304534","title":"SARS‐CoV‐2 Protein Nanoparticle Vaccines Formed In Situ From Lyophilized Lipids","year":2023,"lang":"en","type":"article","venue":"Small","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institutes of Health; U.S. Department of Defense","keywords":"Immunogenicity; Liposome; Immunogen; Chemistry; Glycoprotein; Lipid bilayer; Virology; Biochemistry; Biology; Antibody; Membrane; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003900606,0.0001740316,0.0003488671,0.0002692242,0.00005372435,0.00003527545,0.0002072991,0.0001296832,0.00002682351],"category_scores_gemma":[0.0004981968,0.0001476084,0.0001007609,0.0009362794,0.0000412299,0.00008447352,0.0001476076,0.0002525655,0.001131499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009659278,"about_ca_system_score_gemma":0.0002193603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009618955,"about_ca_topic_score_gemma":0.002218775,"domain_scores_codex":[0.9982768,0.00007254411,0.0003261082,0.0003924157,0.0003374926,0.000594699],"domain_scores_gemma":[0.999232,0.0001355246,0.00004070024,0.000460221,0.00008009185,0.00005146465],"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":[0.0006261554,0.0001391595,0.03641612,0.00008317525,0.00003083966,0.0002007684,0.0004528678,1.885563e-7,0.9580271,0.00007096187,0.0006510945,0.00330156],"study_design_scores_gemma":[0.004429248,0.0002270843,0.03959937,0.0001343305,0.00001824994,0.000004270853,0.0001557362,0.0004534179,0.930694,0.002289233,0.02183216,0.0001628523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943707,0.0001667298,0.000009342464,0.001928787,0.0001319781,0.0009259756,0.000007187243,0.0002541354,0.002205162],"genre_scores_gemma":[0.9918559,0.000003818049,0.0001855641,0.007051991,0.0003002488,0.0002428988,0.00001333095,0.0000403701,0.0003059411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02733306,"threshold_uncertainty_score":0.9996462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06856120846435053,"score_gpt":0.3456110793354126,"score_spread":0.2770498708710621,"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."}}