{"id":"W2983186384","doi":"","title":"Evaluation of Cellular Mechanisms Involved in Recombinant Antibody Expression in Transiently Transfected Chinese Hamster Ovary Cells","year":2016,"lang":"en","type":"dissertation","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Chinese hamster ovary cell; Transfection; Recombinant DNA; Cell biology; Ovary; Antibody; Molecular biology; Biology; Chemistry; Cell culture; Immunology; Endocrinology; Biochemistry; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009452848,0.0005596976,0.0008578631,0.0004451305,0.0002948705,0.0007605427,0.0005645187,0.0005661945,0.001230011],"category_scores_gemma":[0.0004702189,0.0002958902,0.0005308241,0.0005719218,0.0003484474,0.000421338,0.0003871605,0.001272523,0.0008488084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006523724,"about_ca_system_score_gemma":0.000300978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008030406,"about_ca_topic_score_gemma":0.001002035,"domain_scores_codex":[0.9990762,0.0001805071,0.0001558877,0.000135314,0.0003184731,0.0001334969],"domain_scores_gemma":[0.9994656,0.0001719997,0.00007779228,0.00008342934,0.0001570192,0.00004415788],"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":[0.00002278099,0.00001842606,0.00006616107,0.00002546641,0.000003359013,0.00001424443,0.0000116373,0.00002100199,0.999418,0.00003711845,0.00001063965,0.0003512312],"study_design_scores_gemma":[0.000008609224,0.0002619448,0.001190585,0.000003831419,0.00002266151,0.00006500415,0.00002018357,0.00070942,0.9962634,0.00001890113,0.001431657,0.000003863278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426936,0.00249946,0.04958824,0.0002556306,0.000176658,0.0003233799,0.001357415,0.0003747293,0.002731009],"genre_scores_gemma":[0.9277694,0.003086782,0.05160403,0.0002469907,0.00005318943,0.0007059039,0.005688373,0.0002310262,0.01061436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001230011,"threshold_uncertainty_score":0.00499922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716705251293777,"score_gpt":0.2777745143615987,"score_spread":0.2606074618486609,"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."}}