{"id":"W2000351076","doi":"10.1016/j.ab.2010.07.016","title":"Strain identification of commercial influenza vaccines by mass spectrometry","year":2010,"lang":"en","type":"article","venue":"Analytical Biochemistry","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"GlaxoSmithKline","keywords":"Hemagglutinin (influenza); Neuraminidase; Virology; Chromatography; Mass spectrometry; Strain (injury); Biology; Chemistry; Computational biology; Virus","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":[0.0007389357,0.0005186566,0.0002829751,0.0009404088,0.0003064609,0.0004348429,0.0003114785,0.0004142523,0.0009005347],"category_scores_gemma":[0.001060935,0.0001831709,0.0002799431,0.0004736493,0.0001867427,0.0004374826,0.0002203289,0.0004088425,0.0007637638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002533795,"about_ca_system_score_gemma":0.000250872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000818061,"about_ca_topic_score_gemma":0.000763869,"domain_scores_codex":[0.9994782,0.00008801505,0.00005305196,0.0000824963,0.0002298279,0.00006852431],"domain_scores_gemma":[0.9996054,0.000078679,0.00006063195,0.0000419151,0.0001818952,0.00003152316],"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":[0.0001721078,0.00004041307,0.002321092,0.00003130078,0.00001673562,0.00003032817,0.00002717781,0.00005358075,0.9911696,0.00005525755,0.00008685436,0.005995535],"study_design_scores_gemma":[0.000007925116,0.0002454808,0.008680671,0.000007411556,0.0000291331,0.0001779008,0.00004783283,0.0007085199,0.9884283,0.00005243318,0.001609464,0.000005015479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740524,0.002653888,0.0173585,0.0002042475,0.0001189554,0.000161499,0.001649057,0.0001886969,0.003612989],"genre_scores_gemma":[0.9617577,0.001621505,0.02860585,0.0002255829,0.00004297752,0.0001097676,0.004355069,0.0001117221,0.0031698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009404088,"threshold_uncertainty_score":0.003907919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350875130128615,"score_gpt":0.3766808764888753,"score_spread":0.3431721251875892,"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."}}