{"id":"W2965741202","doi":"10.1016/j.vaccine.2019.06.080","title":"Meeting report: Convening on the influenza human viral challenge model for universal influenza vaccines, Part 1: Value; challenge virus selection; regulatory, industry and ethical considerations; increasing standardization, access and capacity","year":2019,"lang":"en","type":"article","venue":"Vaccine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention; University of Maryland School of Public Health; Sanofi Pasteur; Seqirus; Christian Medical College, Vellore; Universitetet i Bergen; Public Health England; Novavax; Francis Crick Institute; Queen Mary University of London; Institut National de la Santé et de la Recherche Médicale; University of Wisconsin-Madison; World Health Organization; Sanofi; European Commission; McMaster University; Mahidol University; Bill and Melinda Gates Foundation","keywords":"Standardization; Medicine; Licensure; Risk analysis (engineering); Political science","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":[0.04536057,0.001621554,0.0007511052,0.0009821834,0.003208343,0.005104463,0.003325616,0.01254705,0.02483819],"category_scores_gemma":[0.02218542,0.0009470251,0.001635637,0.000527059,0.001960489,0.003680866,0.006020862,0.01331711,0.01640612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004576822,"about_ca_system_score_gemma":0.02844582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00734616,"about_ca_topic_score_gemma":0.009680469,"domain_scores_codex":[0.9846885,0.00556867,0.001079865,0.001572018,0.005216694,0.001874249],"domain_scores_gemma":[0.9761294,0.003795594,0.002054033,0.001419028,0.01085287,0.005749022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001370373,0.0001139346,0.0005590317,0.0003209029,0.00001374311,0.0001490814,0.00034108,0.0001542547,0.002552571,0.004285926,0.9633041,0.02806837],"study_design_scores_gemma":[0.0000480644,0.0001104161,0.001094904,0.000327006,0.0000114025,0.00007600235,0.0003132848,0.0001497555,0.0009428399,0.002087421,0.9948062,0.00003257626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.007164126,0.01311786,0.03109162,0.6678395,0.1434476,0.0154675,0.006099809,0.0008029158,0.1149691],"genre_scores_gemma":[0.0555869,0.01627141,0.06829675,0.2993252,0.07308023,0.02237475,0.009997129,0.001268532,0.4537992],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04536057,"threshold_uncertainty_score":0.2398925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13274087811149,"score_gpt":0.3843144706366913,"score_spread":0.2515735925252013,"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."}}