{"id":"W1992753756","doi":"10.1155/2015/504831","title":"Current and Emerging Cell Culture Manufacturing Technologies for Influenza Vaccines","year":2015,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Embryonated; Pandemic; Vaccination; Virology; Virus; Production (economics); Mass vaccination; Influenza vaccine; Biotechnology; Pandemic influenza; Biology; Business; Medicine; Coronavirus disease 2019 (COVID-19)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001886829,0.0004471385,0.001158181,0.002211222,0.0002836736,0.0001668525,0.000720214,0.0003924947,0.00003550887],"category_scores_gemma":[0.002103921,0.0003019511,0.0003038991,0.0004783636,0.0003874088,0.0001480772,0.001342509,0.001478743,0.00008778145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007863491,"about_ca_system_score_gemma":0.0006402369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001373516,"about_ca_topic_score_gemma":0.000002522134,"domain_scores_codex":[0.9959049,0.0001390982,0.0006466554,0.000740514,0.001718534,0.0008503111],"domain_scores_gemma":[0.9971541,0.0004196668,0.0001923314,0.0004349519,0.001569357,0.0002295695],"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":[0.00009525579,0.0001008756,0.00002504425,0.01847637,0.0003981824,0.00002189578,0.0001209266,9.556674e-8,0.00001521826,0.0001021743,0.0624482,0.9181958],"study_design_scores_gemma":[0.001090706,0.0001953823,0.000009642292,0.0062324,0.0001211902,0.00003510853,0.0002887947,0.00001691797,0.0001664459,0.0003567737,0.9912252,0.0002614613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003717853,0.9944447,0.00002076729,0.0004917563,0.0007968739,0.002567283,0.0003678916,0.0001739289,0.001099595],"genre_scores_gemma":[0.000009600734,0.9946626,0.0009291875,0.00001650493,0.0009983726,0.001311534,0.0002656859,0.00006754445,0.001738948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.928777,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3531152027038702,"score_gpt":0.5586775533599364,"score_spread":0.2055623506560662,"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."}}