{"id":"W1503621190","doi":"10.1111/j.1750-2659.2011.00250.x","title":"Confronting the next pandemic-Workshop on lessons learned from potency testing of pandemic (H1N1) 2009 influenza vaccines and considerations for future potency tests, Ottawa, Canada, July 27-29, 2010","year":2011,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Potency; Pandemic; Coronavirus disease 2019 (COVID-19); Pandemic influenza; 2019-20 coronavirus outbreak; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); H1n1 pandemic; Medicine; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04054519,0.001235534,0.00104707,0.000870265,0.004295515,0.00449161,0.00524459,0.01010651,0.008033207],"category_scores_gemma":[0.01546159,0.0009668123,0.001356489,0.0007156583,0.005192387,0.002509128,0.005196635,0.01523836,0.002388517],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0322566,"about_ca_system_score_gemma":0.1024194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5709409,"about_ca_topic_score_gemma":0.7759858,"domain_scores_codex":[0.9909541,0.002490245,0.0004835305,0.0005090703,0.003304557,0.002258513],"domain_scores_gemma":[0.9750992,0.00405445,0.0009278886,0.0004357256,0.01111966,0.008363061],"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":[0.0003990858,0.0001744616,0.002356547,0.0005749949,0.00005696512,0.0006996129,0.001475469,0.0007768989,0.002733163,0.001597538,0.9168572,0.07229801],"study_design_scores_gemma":[0.00008132362,0.0002980712,0.006553513,0.001245078,0.00005393145,0.0004242353,0.004315031,0.0001834429,0.001656168,0.001509862,0.9835808,0.00009860234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006613804,0.07693134,0.002384469,0.8627854,0.02963745,0.0005855039,0.001477715,0.0001300938,0.01945419],"genre_scores_gemma":[0.1515286,0.1636792,0.01636908,0.5128788,0.02118329,0.0007128398,0.003490881,0.0002989953,0.1298584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9677434,"threshold_uncertainty_score":0.8631718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.448651151877817,"score_gpt":0.4139527473586236,"score_spread":0.03469840451919343,"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."}}