{"id":"W1974771856","doi":"10.1016/j.chroma.2005.12.035","title":"Purification of humanized monoclonal antibody by hydrophobic interaction membrane chromatography","year":2006,"lang":"en","type":"article","venue":"Journal of Chromatography A","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Canada Research Chairs; McMaster University","keywords":"Chemistry; Monoclonal antibody; Chromatography; Bovine serum albumin; Membrane; Affinity chromatography; Antibody; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003971661,0.000165744,0.0002920872,0.000274417,0.00006774614,0.00002765462,0.0002561297,0.0001431086,0.00004708494],"category_scores_gemma":[0.00002657257,0.0001517276,0.0004389159,0.0003626038,0.0001578161,0.00002432559,0.00002064451,0.0001388884,0.000001616713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001152407,"about_ca_system_score_gemma":0.00005983096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003551277,"about_ca_topic_score_gemma":0.000005066198,"domain_scores_codex":[0.9984031,0.0001233355,0.000807271,0.0002097251,0.0002944632,0.000162056],"domain_scores_gemma":[0.9983535,0.00001671517,0.0009167501,0.0003159457,0.0003251955,0.00007186519],"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":[0.0001877013,0.0004231226,0.007909334,0.00004931798,0.0001051298,0.000001487089,0.00002003987,0.00001138127,0.9893684,0.0001607371,0.001437532,0.0003258138],"study_design_scores_gemma":[0.001155329,0.0003783084,0.02792216,0.00004116004,0.0000499729,0.0001011138,0.00005161,0.00003962626,0.9468455,0.0003462904,0.02289507,0.0001739071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921141,0.003796794,0.002919808,0.0001053998,0.0001541144,0.0001783136,0.00002625125,0.00001048128,0.0006947304],"genre_scores_gemma":[0.9977149,0.0004504313,0.001486894,0.00003061717,0.0001395862,0.000007517959,0.0001320313,0.00001702456,0.00002095141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04252295,"threshold_uncertainty_score":0.6187271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00594779596957927,"score_gpt":0.2529191763575533,"score_spread":0.2469713803879741,"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."}}