{"id":"W4240846338","doi":"10.4161/mabs.26545","title":"Antibody Engineering and Therapeutics Conference","year":2013,"lang":"en","type":"article","venue":"mAbs","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Simon Fraser University","funders":"","keywords":"Antibody; Epitope; Bispecific antibody; Thursday; Computational biology; Antibody Repertoire; Complementarity determining region; Computer science; Medicine; Immunology; Biology; Monoclonal antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003556408,0.00006185538,0.00009687184,0.00003403704,0.00002713766,0.00002536804,0.00003313708,0.00003056977,0.0005317563],"category_scores_gemma":[0.00000966591,0.00004433127,0.00001912096,0.00004400651,0.00003694033,0.0000365072,0.0000350952,0.0001056339,0.0001813475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005215009,"about_ca_system_score_gemma":0.00001510768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104035,"about_ca_topic_score_gemma":9.670727e-7,"domain_scores_codex":[0.9995697,0.000005339279,0.00006830371,0.00009035403,0.0001167944,0.0001494652],"domain_scores_gemma":[0.9997345,0.00003018311,0.00000802086,0.00008024969,0.00006081453,0.0000862719],"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":[0.00005303701,0.00006806121,0.08496566,0.0002916581,0.0001007054,0.00004266232,0.0003539841,0.000001913792,0.863444,0.006104475,0.000602869,0.04397092],"study_design_scores_gemma":[0.0007926071,0.000313807,0.8316056,0.0001411678,0.00003114724,0.0001823607,0.0001171487,0.02160853,0.008657611,0.0006090147,0.1357182,0.0002228481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904002,0.0005133263,0.0002209433,0.003685526,0.00003676397,0.0001390576,0.000001778435,0.00002852052,0.004973878],"genre_scores_gemma":[0.9946482,0.000315249,0.000669653,0.0004379874,0.000070332,0.000006627517,0.00001323144,0.000007256898,0.003831453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8547865,"threshold_uncertainty_score":0.5822359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134999772942561,"score_gpt":0.3147012490431212,"score_spread":0.2833512513136956,"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."}}