{"id":"W2039321593","doi":"10.4155/pbp.14.53","title":"Glycosylation analysis of Chinese hamster ovary produced glycoproteins","year":2014,"lang":"en","type":"article","venue":"Pharmaceutical Bioprocessing","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Chinese hamster ovary cell; Glycoprotein; Glycosylation; Ovary; Hamster; Biology; Computational biology; Biochemistry; Molecular biology; Endocrinology; Receptor","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":[0.0002230392,0.000307548,0.0002282991,0.0004937471,0.0002191965,0.0002359346,0.0002379252,0.0001871335,0.0004867149],"category_scores_gemma":[0.0002746675,0.00008288527,0.0002720633,0.0008642775,0.000168213,0.0001963323,0.0001218077,0.0003726038,0.0002618491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256618,"about_ca_system_score_gemma":0.0002601277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254802,"about_ca_topic_score_gemma":0.001884243,"domain_scores_codex":[0.9998527,0.00002855472,0.00001459623,0.00002217355,0.00005777427,0.00002423851],"domain_scores_gemma":[0.999889,0.00002553065,0.00001770374,0.00001799324,0.00004084926,0.000008852177],"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":[0.00004027523,0.00001799872,0.0003353233,0.00003618338,0.000005482289,0.0000636956,0.00002973424,0.00006193823,0.9968607,0.0001073278,0.00004895648,0.002392379],"study_design_scores_gemma":[0.000009009242,0.0002303156,0.01703062,0.00000966122,0.00003051073,0.0002575553,0.00006583747,0.001211486,0.974132,0.0001732997,0.006836138,0.00001353122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654986,0.003813823,0.02366391,0.000156854,0.00006704454,0.0001852148,0.002440164,0.0001827976,0.003991582],"genre_scores_gemma":[0.9292445,0.00775504,0.0462309,0.0001835283,0.00003905344,0.0001532262,0.0101092,0.0001316929,0.006152823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00254802,"threshold_uncertainty_score":0.005066395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130509197039735,"score_gpt":0.3512792273805503,"score_spread":0.3299741354101529,"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."}}