{"id":"W2964261940","doi":"10.1016/j.vaccine.2019.07.050","title":"The differential effect of sub-micron level HA aggregates on influenza potency assays","year":2019,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Potency; Influenza vaccine; Radial immunodiffusion; Immunogen; Virology; Vaccine efficacy; Antibody; Epitope; Immunology; Hemagglutinin (influenza); Antigen; Biology; Medicine; Monoclonal antibody; Vaccination; In vitro; Biochemistry","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":[0.001502193,0.0007245588,0.0005506334,0.0003829432,0.0003273374,0.0006554011,0.0003941187,0.000511537,0.002318108],"category_scores_gemma":[0.001633273,0.0002929326,0.0005390571,0.0003707263,0.0004752979,0.000509035,0.0004616978,0.001375199,0.0007629138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168521,"about_ca_system_score_gemma":0.0002937924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009740304,"about_ca_topic_score_gemma":0.001340145,"domain_scores_codex":[0.9981176,0.0008474738,0.0001797521,0.0001940091,0.0004565565,0.0002046854],"domain_scores_gemma":[0.9980951,0.001014612,0.0001202647,0.000270275,0.0003976344,0.000102085],"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":[0.0005151241,0.000242485,0.000496079,0.00007274208,0.00002351414,0.00002868576,0.0001255868,0.0002399957,0.9953159,0.0001003155,0.00007047474,0.002769057],"study_design_scores_gemma":[0.000008339942,0.001554286,0.00156406,0.000002798549,0.00001965141,0.0000359094,0.0000307911,0.0003553367,0.9960274,0.00002815955,0.0003682383,0.000005119635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749708,0.002525544,0.01486519,0.000147764,0.0002213113,0.0002588455,0.0006818083,0.0001508213,0.006177817],"genre_scores_gemma":[0.9822114,0.001099427,0.009053447,0.0001750335,0.00007765004,0.0001720318,0.0007910143,0.00006277549,0.006357237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002318108,"threshold_uncertainty_score":0.007944405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700577437555782,"score_gpt":0.3375303621416897,"score_spread":0.3005245877661319,"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."}}