{"id":"W2121194146","doi":"10.1586/ers.10.15","title":"Aerosol and nasal delivery of vaccines and antiviral drugs against seasonal and pandemic influenza","year":2010,"lang":"en","type":"review","venue":"Expert Review of Respiratory Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Medicine; Respiratory tract; Nasal administration; Pneumonia; Exacerbation; Immunology; Antiviral drug; Drug; Respiratory system; Virus; Pharmacology; Internal medicine","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":[0.0004929244,0.0007547073,0.001725597,0.002034171,0.0002398128,0.0007298862,0.0007776064,0.0009134637,0.005245697],"category_scores_gemma":[0.0004193819,0.0002386951,0.0005637513,0.001782932,0.0002458866,0.000808424,0.0004927638,0.0007754043,0.003583647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871589,"about_ca_system_score_gemma":0.0007344752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000930489,"about_ca_topic_score_gemma":0.001505251,"domain_scores_codex":[0.9998087,0.00003888789,0.00002351038,0.00002852918,0.00008346132,0.00001700341],"domain_scores_gemma":[0.9998784,0.00004932001,0.00002510195,0.000004049994,0.00003183113,0.00001121532],"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":[0.0001171148,0.0001356422,0.0001163979,0.03394568,0.0001211414,0.0002862863,0.00006457769,0.0002476949,0.00761375,0.001578521,0.01699186,0.9387814],"study_design_scores_gemma":[0.00006053131,0.0003016883,0.001235062,0.006750818,0.0002225055,0.002189672,0.0001046347,0.0001068694,0.002594813,0.0009831871,0.9854257,0.00002448912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002409675,0.9981968,0.0001025405,0.00008048111,0.00009263956,0.00001212156,0.00002258717,0.000005191256,0.001246672],"genre_scores_gemma":[0.001019694,0.9976656,0.0002490201,0.00007238766,0.00006611577,0.00001308707,0.00003724059,0.000001135514,0.000875743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005245697,"threshold_uncertainty_score":0.01754856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067384443186303,"score_gpt":0.4460154611654774,"score_spread":0.339277016846847,"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."}}