{"id":"W2090293810","doi":"10.1016/j.ab.2011.02.034","title":"Kinetic analysis of unpurified native antigens available in very low quantities and concentrations","year":2011,"lang":"en","type":"article","venue":"Analytical Biochemistry","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Amgen (Canada)","funders":"","keywords":"Antigen; Monoclonal antibody; Recombinant DNA; Affinity chromatography; Chemistry; Antibody; Size-exclusion chromatography; Biochemistry; Chromatography; Molecular biology; Biology; Enzyme; Immunology","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":[0.0007323282,0.0007634003,0.0007559994,0.0005630828,0.0003651837,0.001014105,0.0007739316,0.0003851635,0.001987324],"category_scores_gemma":[0.001085291,0.0004087086,0.0005360824,0.0008065384,0.0003577431,0.0009796032,0.0003461704,0.001563046,0.001633686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009435752,"about_ca_system_score_gemma":0.000555697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140072,"about_ca_topic_score_gemma":0.001235672,"domain_scores_codex":[0.9993907,0.00009847582,0.00004390498,0.0001324078,0.0002059958,0.0001283965],"domain_scores_gemma":[0.9986816,0.0004432474,0.00008805023,0.0002178481,0.0004472784,0.0001219014],"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":[0.0003383209,0.0001060286,0.0003550616,0.0001183437,0.00002590988,0.00005150163,0.00007207864,0.0002566799,0.993131,0.0004771373,0.000157456,0.004910456],"study_design_scores_gemma":[0.000005316937,0.00006777389,0.001091317,0.000006841363,0.0000189778,0.00007803807,0.0000259979,0.00185404,0.995174,0.0001791677,0.001488945,0.000009614711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983155,0.004943267,0.1878788,0.0003504076,0.0002476052,0.0002194071,0.001399219,0.0009703862,0.005675305],"genre_scores_gemma":[0.8936312,0.002880044,0.07495543,0.0002090528,0.0000556426,0.0003914862,0.00358204,0.0006267304,0.02366845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987324,"threshold_uncertainty_score":0.00684613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04546018755277494,"score_gpt":0.3080572384568806,"score_spread":0.2625970509041057,"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."}}