{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001765227,0.0003007448,0.0001509875,0.0001381098,0.0001168923,0.0002224825,0.000143835,0.0002752545,0.0006358866],"category_scores_gemma":[0.0001114794,0.0001363038,0.0001899116,0.00006447368,0.0002024471,0.0003173408,0.000211073,0.0003949956,0.000410913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288363,"about_ca_system_score_gemma":0.0001779883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948126,"about_ca_topic_score_gemma":0.0003085139,"domain_scores_codex":[0.9999294,0.00001051568,0.000005172514,0.00002062074,0.00002236469,0.00001186947],"domain_scores_gemma":[0.9999546,0.000006942866,0.00001715327,0.000006826575,0.000008486101,0.000006049326],"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":[0.00001538706,0.000005402978,0.00002383133,0.00001214122,0.000001519507,0.00001136784,0.000005271681,0.00005420207,0.9990838,0.00008738296,0.00001376109,0.0006859055],"study_design_scores_gemma":[0.000006753199,0.00009567475,0.0001162998,0.000002164054,0.000003365423,0.0000417868,0.00000501813,0.0004747242,0.9981827,0.00003168874,0.001038088,0.000001724055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502823,0.00119345,0.04508111,0.0002280831,0.00007227862,0.0001045216,0.0002252938,0.0003174127,0.002495526],"genre_scores_gemma":[0.9747847,0.0007976064,0.01993577,0.00007104576,0.00001746093,0.00005906877,0.0003203852,0.0000531884,0.003960926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006358866,"threshold_uncertainty_score":0.00212729,"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."}}