{"id":"W340806633","doi":"10.1016/j.ymeth.2015.04.037","title":"Measuring the neutralization potency of influenza A virus hemagglutinin stalk/stem-binding antibodies in polyclonal preparations by microneutralization assay","year":2015,"lang":"en","type":"article","venue":"Methods","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"McMaster University","keywords":"Hemagglutinin (influenza); Virology; Polyclonal antibodies; Hemagglutination assay; Hemagglutination; Biology; Titer; Neutralization; Neuraminidase; Antibody; Influenza A virus; Neutralizing antibody; Virus; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001069639,0.001261163,0.0005175361,0.0006073201,0.00031453,0.0003513858,0.0006612804,0.0005425659,0.001785827],"category_scores_gemma":[0.0007237339,0.0004098313,0.0005306987,0.0004556733,0.0003684375,0.0003226517,0.0003731501,0.001513118,0.0007574268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000427412,"about_ca_system_score_gemma":0.0002664682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418301,"about_ca_topic_score_gemma":0.001338923,"domain_scores_codex":[0.9991672,0.000259028,0.00007862112,0.0001169468,0.0002294371,0.0001487747],"domain_scores_gemma":[0.9991118,0.0004645762,0.00007802089,0.0001006572,0.0001843132,0.00006052872],"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":[0.00006546667,0.00006667434,0.0002004128,0.00004449511,0.00001066667,0.000007557215,0.0000342104,0.00006325014,0.9984639,0.00006740646,0.00002310162,0.000952911],"study_design_scores_gemma":[0.0000166742,0.0005887749,0.002262453,0.000006098584,0.00002744084,0.00006688617,0.0000194632,0.0009583511,0.9954956,0.00003678846,0.0005166311,0.00000489821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9610703,0.001484615,0.03172258,0.00009682255,0.00007309749,0.0002586726,0.0003822889,0.0002636952,0.004647922],"genre_scores_gemma":[0.9674856,0.001271272,0.02351921,0.0001420982,0.00005060448,0.0003155841,0.001865297,0.00006009741,0.005290171],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001785827,"threshold_uncertainty_score":0.005974174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2470633665431096,"score_gpt":0.4700552730463782,"score_spread":0.2229919065032686,"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."}}