{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001301714,0.001169774,0.001368464,0.003143773,0.0004083482,0.001272246,0.001078977,0.001358403,0.004016931],"category_scores_gemma":[0.001346625,0.0005440385,0.0009370632,0.003019151,0.000602826,0.001807804,0.0008183051,0.001901655,0.003726746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007974777,"about_ca_system_score_gemma":0.001275793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125714,"about_ca_topic_score_gemma":0.001602677,"domain_scores_codex":[0.9992131,0.00009952718,0.0001032401,0.0001076379,0.0004226661,0.00005380093],"domain_scores_gemma":[0.9992045,0.0004282148,0.0001123999,0.00002912274,0.000187865,0.00003797358],"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":[0.0000657819,0.00009899784,0.0002927363,0.03493439,0.00008816856,0.0002596878,0.0001169627,0.0004870447,0.01017168,0.006232573,0.02100523,0.9262468],"study_design_scores_gemma":[0.00001070666,0.0001002872,0.0004400946,0.001838219,0.00008798955,0.0006806646,0.00004585178,0.00009410937,0.003628287,0.001295279,0.9917568,0.00002179762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002059642,0.9971823,0.000508017,0.0001514677,0.0002368376,0.00001584972,0.00003364788,0.00001180077,0.001654327],"genre_scores_gemma":[0.0007866346,0.9974987,0.0007621343,0.000124149,0.0001179756,0.00001825835,0.00005101589,0.000002449563,0.0006385884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004016931,"threshold_uncertainty_score":0.01343799,"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."}}