{"id":"W4389671855","doi":"10.1038/d41586-023-03557-7","title":"A next-generation inhalable dry powder COVID vaccine","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunity; 2019-20 coronavirus outbreak; Virology; Medicine; Immunology; Immune system; Pathology; Infectious disease (medical specialty)","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":[0.0005260522,0.0003423716,0.0004180713,0.0001473764,0.0001809332,0.0007360973,0.0003952118,0.0009659505,0.008959561],"category_scores_gemma":[0.0002858737,0.0001344524,0.0005395059,0.00007964764,0.0002197618,0.0004844472,0.0003923129,0.001389422,0.002236455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005833291,"about_ca_system_score_gemma":0.0006639311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005076032,"about_ca_topic_score_gemma":0.0008485204,"domain_scores_codex":[0.9997693,0.00004124842,0.00000993001,0.00004458419,0.00008048792,0.00005456493],"domain_scores_gemma":[0.9998986,0.00001401821,0.00001462134,0.00001039414,0.00002106477,0.00004127638],"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":[0.00266888,0.001842432,0.003072004,0.0005902615,0.0001757467,0.0004890705,0.0001009794,0.001738537,0.6224831,0.0085381,0.0522529,0.306048],"study_design_scores_gemma":[0.002820734,0.0206032,0.0118435,0.0002698138,0.0004526491,0.002921647,0.0002074954,0.008319205,0.2552556,0.005570052,0.6916624,0.00007357878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6815367,0.07687132,0.06689793,0.0400188,0.02025161,0.002155974,0.008733186,0.001698399,0.1018362],"genre_scores_gemma":[0.8001989,0.02704166,0.05173127,0.01560603,0.002125379,0.0008737394,0.01207377,0.0001392159,0.09021007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008959561,"threshold_uncertainty_score":0.02997273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374201867027854,"score_gpt":0.3631876655750839,"score_spread":0.3094456469048053,"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."}}