{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001683002,0.0003195163,0.000594085,0.001091648,0.0004259194,0.0001794476,0.0005360314,0.0003003802,0.000990263],"category_scores_gemma":[0.0001182533,0.0002631544,0.0001785732,0.001674951,0.0003901065,0.000766509,0.0003804162,0.001669769,0.001351204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264044,"about_ca_system_score_gemma":0.0004841856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000406016,"about_ca_topic_score_gemma":0.00003276952,"domain_scores_codex":[0.9943122,0.000682608,0.0006137633,0.0008278959,0.002095437,0.001468074],"domain_scores_gemma":[0.9980832,0.0002542934,0.00006029327,0.0005979553,0.0002860426,0.0007182291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004060043,0.00104795,0.09751453,0.0007950336,0.00008730756,0.0004976581,0.0004493691,0.0000158215,0.866191,0.003078658,0.003026164,0.02323646],"study_design_scores_gemma":[0.005350111,0.002829622,0.3837336,0.001139905,0.00005310982,0.001207249,0.001865204,0.07122657,0.3020437,0.0001432705,0.2294614,0.0009462647],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672094,0.0005626057,0.00004701265,0.004614444,0.0001085384,0.0009662082,0.00005338383,0.0002257414,0.02621265],"genre_scores_gemma":[0.9868306,0.0005279937,0.00170278,0.0002321056,0.001283337,0.00005691195,0.0004579439,0.0001004086,0.008807912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5641474,"threshold_uncertainty_score":0.9999821,"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."}}