{"id":"W6958286484","doi":"10.60692/gy28s-eh503","title":"Germline IGHV3-53-encoded RBD-targeting neutralizing antibodies are commonly present in the antibody repertoires of COVID-19 patients","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Alberta","funders":"","keywords":"Antibody; Germline; Recombinant DNA; Antibody Repertoire; Immunoglobulin light chain; Monoclonal antibody; Repertoire; Gene; Affinity maturation","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":[0.0001082384,0.0001625619,0.0001621713,0.0002284108,0.0001379957,0.0002226387,0.0001105101,0.0001022662,0.001395401],"category_scores_gemma":[0.0002098131,0.00007495279,0.0002683068,0.0002737974,0.0001114421,0.0001000323,0.0001442321,0.0001529357,0.0001622279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414318,"about_ca_system_score_gemma":0.0001650042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230491,"about_ca_topic_score_gemma":0.001743184,"domain_scores_codex":[0.9999235,0.00001081114,0.000005917051,0.00002008256,0.00002036382,0.00001933097],"domain_scores_gemma":[0.9999462,0.00001470714,0.00002012414,0.000004524661,0.00000585461,0.000008512049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001078548,0.0001539555,0.4763464,0.0001876625,0.0001426491,0.001664221,0.0002636005,0.009167128,0.4211862,0.001496913,0.001239996,0.08707268],"study_design_scores_gemma":[0.0001427786,0.0008228812,0.7661793,0.00005138083,0.0002852758,0.007789717,0.000461398,0.05542971,0.1568788,0.001825087,0.010095,0.00003866349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974752,0.000155596,0.0011751,0.00002713768,0.000001795191,0.000006486507,0.0002852503,0.00003546378,0.0008379252],"genre_scores_gemma":[0.9981636,0.00007483338,0.001032939,0.00002656939,0.00000132926,0.00000538562,0.0005522324,0.000005587664,0.0001375191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001395401,"threshold_uncertainty_score":0.004668117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06609238567653847,"score_gpt":0.3271364974638186,"score_spread":0.2610441117872802,"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."}}