{"id":"W2953696603","doi":"10.1016/j.vaccine.2019.07.003","title":"Development of suspension adapted Vero cell culture process technology for production of viral vaccines","year":2019,"lang":"en","type":"article","venue":"Vaccine","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; National Research Council Canada","funders":"National Institute of Standards and Technology","keywords":"Vero cell; Cell culture; Biology; Virology; Suspension (topology); Vesicular stomatitis virus; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.0001522029,0.000110818,0.0001808654,0.0001003765,0.00002922231,0.00000174535,0.0001717371,0.0001447809,0.00002366643],"category_scores_gemma":[0.00004222342,0.00009173447,0.00003979618,0.0001842919,0.000008130926,0.000003503967,0.00005738534,0.00005649202,0.000004230958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001004929,"about_ca_system_score_gemma":0.0001151484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.550031e-7,"about_ca_topic_score_gemma":0.00003544025,"domain_scores_codex":[0.9992009,0.00001381091,0.0002387266,0.0002738488,0.0001079775,0.0001647023],"domain_scores_gemma":[0.9991797,0.00000311986,0.0001172499,0.0002937408,0.0003834525,0.00002275666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002628093,0.000113108,0.001991688,0.0001902125,0.00003448761,1.020461e-7,0.00009953036,0.00007615059,0.9917809,0.000006106131,0.0004145158,0.002665039],"study_design_scores_gemma":[0.001289338,0.002011854,0.0003643075,0.00002286158,0.000008475755,0.000001988485,0.0001876946,0.00002633721,0.9912475,0.00004254279,0.004697171,0.00009988069],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983701,0.0006319649,0.00009291756,0.0001321976,0.00009168932,0.0006157111,0.00000439335,0.00001084162,0.00005022136],"genre_scores_gemma":[0.9965242,0.00006074212,0.002172131,0.00001158958,0.00005890081,0.00003549586,0.00009323408,0.00001897322,0.001024717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004282655,"threshold_uncertainty_score":0.3740823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080587314146957,"score_gpt":0.2799574826995833,"score_spread":0.2691516095581137,"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."}}