{"id":"W2140914200","doi":"10.1093/nar/gni010","title":"Covalent antibody display--an in vitro antibody-DNA library selection system","year":2005,"lang":"en","type":"article","venue":"Nucleic Acids Research","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norwegian Institute of Public Health; Universitetet i Oslo; McMaster University","keywords":"Panning (audio); Biology; Molecular biology; DNA; Phage display; Toxoid; Antibody; Escherichia coli; Bacteriophage; In vitro; Biochemistry; Virology; 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":[0.0003877291,0.0006782739,0.0005145486,0.0003393413,0.0003004866,0.0006331351,0.000727971,0.0003702226,0.002031849],"category_scores_gemma":[0.0003131796,0.0004108466,0.0003911395,0.0003181008,0.0002147112,0.0001860632,0.0006861172,0.0006744473,0.001534814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982748,"about_ca_system_score_gemma":0.0002006138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003881059,"about_ca_topic_score_gemma":0.0007716755,"domain_scores_codex":[0.9992637,0.0001838472,0.00004316707,0.0001602463,0.0002684798,0.00008053741],"domain_scores_gemma":[0.9997932,0.00005425671,0.00003926636,0.00004141243,0.00003119331,0.00004073339],"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":[0.00002551374,0.00002198749,0.0001236181,0.00003420402,0.000008235704,0.0000257075,0.00001059242,0.00007441095,0.997196,0.0001817878,0.0001143727,0.002183601],"study_design_scores_gemma":[0.00000896497,0.00009890463,0.0003653795,0.000002360196,0.00002029226,0.0002297973,0.000004418089,0.0009564128,0.9927557,0.00002621444,0.005526539,0.000005034167],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5539224,0.002581243,0.4292732,0.0003313248,0.0003053635,0.0007523724,0.001814846,0.002645917,0.008373322],"genre_scores_gemma":[0.8312994,0.002566536,0.1414946,0.0003087856,0.0001071479,0.0007191366,0.004093849,0.0002261163,0.0191844],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002031849,"threshold_uncertainty_score":0.006797254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216157184314704,"score_gpt":0.3848438705098149,"score_spread":0.3426822986666679,"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."}}