{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006943131,0.0006436246,0.0007248375,0.0005717106,0.0002610312,0.0009956411,0.0007078737,0.0006903536,0.0009323783],"category_scores_gemma":[0.0005951489,0.000332545,0.000732952,0.0004793475,0.0002581787,0.0005897946,0.0004595899,0.001658652,0.001238647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415861,"about_ca_system_score_gemma":0.0002995332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003957449,"about_ca_topic_score_gemma":0.0005329433,"domain_scores_codex":[0.9993696,0.000108552,0.00007966345,0.0001386131,0.0002473109,0.00005622841],"domain_scores_gemma":[0.9997213,0.00006399606,0.00005526157,0.00004628899,0.00008491072,0.00002821898],"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":[0.0000236433,0.00004218541,0.000134509,0.00009350214,0.000006824742,0.000125348,0.00004162147,0.0002381907,0.9947882,0.0001806479,0.0001045621,0.004220793],"study_design_scores_gemma":[0.00001313348,0.000632051,0.001486261,0.00003961529,0.00005602594,0.0004848602,0.0000438388,0.003529499,0.9788083,0.0001866908,0.01469598,0.0000237236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4246635,0.01107149,0.5454645,0.0005412188,0.000883767,0.00197469,0.003082699,0.001405093,0.01091294],"genre_scores_gemma":[0.5599292,0.01322476,0.4048146,0.0003109408,0.0002481335,0.001498702,0.009767605,0.0003232992,0.00988286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009956411,"threshold_uncertainty_score":0.003671944,"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."}}