{"id":"W4381599155","doi":"10.1186/s12951-023-01938-8","title":"Nanostructures for prevention, diagnosis, and treatment of viral respiratory infections: from influenza virus to SARS-CoV-2 variants","year":2023,"lang":"en","type":"review","venue":"Journal of Nanobiotechnology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Virus; Virology; Immune system; Pathogen; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Medicine; Influenza A virus; Immunology; Biology; Intensive care medicine; Infectious disease (medical specialty); Disease","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003869851,0.0004588626,0.002700983,0.002795622,0.0001225527,0.00003178955,0.0002776839,0.001348239,0.00002005391],"category_scores_gemma":[0.001701776,0.0003414879,0.0007605563,0.001064554,0.0002428183,0.000125361,0.000135253,0.0006326893,0.00002449334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798411,"about_ca_system_score_gemma":0.000846908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103201,"about_ca_topic_score_gemma":0.0001156926,"domain_scores_codex":[0.9967407,0.0002568059,0.001881493,0.0004402959,0.0003074834,0.0003732295],"domain_scores_gemma":[0.9969587,0.0005363565,0.001298141,0.0006005115,0.0004772008,0.0001291406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002188812,0.0005891211,0.0001984162,0.00237823,0.001982364,0.00009860293,0.00003554928,0.00000114721,0.01273703,0.000143679,0.002037753,0.9795792],"study_design_scores_gemma":[0.00177661,0.01193755,0.0002234896,0.005937472,0.001565157,0.0002327732,0.00001235062,5.186216e-7,0.03266572,0.0007030796,0.9447207,0.0002246108],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06222394,0.9337181,0.0001341041,0.0001294642,0.0005911904,0.002762764,0.0003583151,0.00007372808,0.000008396109],"genre_scores_gemma":[0.0001904115,0.9980065,0.0006387387,0.0001416243,0.0003814821,0.0004806321,0.00001532539,0.0001006366,0.00004467358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793546,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029665964186155,"score_gpt":0.4805549032227601,"score_spread":0.2775883068041445,"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."}}