{"id":"W2089581494","doi":"10.3390/vaccines3020293","title":"Measuring Cellular Immunity to Influenza: Methods of Detection, Applications and Challenges","year":2015,"lang":"en","type":"review","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Vaccination; Immunity; Immunology; Virology; Pandemic; Immune system; Vaccine efficacy; Biology; Antigen; Antigenic variation; Influenza A virus; Virus; Herd immunity; Antigenic drift; Disease; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003314768,0.001005081,0.002910054,0.003396241,0.000283425,0.001793381,0.001478949,0.001754216,0.00224622],"category_scores_gemma":[0.004232568,0.0007244581,0.001147029,0.00395352,0.001154504,0.002494105,0.0008571065,0.0027009,0.001547591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108204,"about_ca_system_score_gemma":0.002009966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144301,"about_ca_topic_score_gemma":0.002590212,"domain_scores_codex":[0.9986143,0.0003750269,0.0002007369,0.0001750124,0.0005654562,0.00006946272],"domain_scores_gemma":[0.9960093,0.002778147,0.0003210892,0.0001166237,0.0006929694,0.00008188105],"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":[0.00008126917,0.00005975332,0.0003635783,0.04853999,0.0002118617,0.00007431473,0.00009473722,0.0003919521,0.002398501,0.004889587,0.01355169,0.9293428],"study_design_scores_gemma":[0.00002354764,0.0002044905,0.002031707,0.01345239,0.0003740301,0.0008456182,0.0001621597,0.000186324,0.001534573,0.005201558,0.9759353,0.00004830123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005362283,0.999315,0.0001156308,0.0001853952,0.00006632006,0.000004926109,0.00001295051,0.000003138299,0.0002430398],"genre_scores_gemma":[0.0005141422,0.9988508,0.0002460266,0.00013145,0.00006495115,0.00001176329,0.00002036925,0.000001183,0.0001592529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003396241,"threshold_uncertainty_score":0.01753038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4919264911759235,"score_gpt":0.501027918934406,"score_spread":0.009101427758482494,"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."}}