{"id":"W4318459994","doi":"10.2139/ssrn.4336839","title":"Evaluation of T Cell Responses to Naturally Processed Variant SARS-CoV-2 Spike Antigens in Individuals Following Infection or Vaccination","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Centre","funders":"Wellcome Trust","keywords":"Spike (software development); Virology; Vaccination; Antigen; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Spike Protein; Coronavirus disease 2019 (COVID-19); Biology; 2019-20 coronavirus outbreak; Immunology; Medicine; Outbreak; Computer science; Infectious disease (medical specialty); Disease","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":[0.0004725741,0.0003844771,0.0004511459,0.0002654729,0.0002791329,0.0003727253,0.0001678517,0.0008287466,0.002320761],"category_scores_gemma":[0.0007724197,0.0001626753,0.0002931698,0.0001658945,0.0002558359,0.0003454259,0.0002283581,0.0008713453,0.0006183079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297679,"about_ca_system_score_gemma":0.0001143085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003532562,"about_ca_topic_score_gemma":0.0002250405,"domain_scores_codex":[0.999702,0.00008685593,0.00001584037,0.00006555848,0.0000355954,0.00009407482],"domain_scores_gemma":[0.9996619,0.0001511137,0.00003229551,0.00003238328,0.00005213818,0.00007011103],"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":[0.02074808,0.002729534,0.03155586,0.0001899994,0.00006455027,0.000831722,0.001141882,0.0006630118,0.91978,0.0002029419,0.0003960391,0.02169641],"study_design_scores_gemma":[0.000909827,0.1261485,0.3475377,0.00006319372,0.0004274175,0.00258311,0.001850723,0.004535861,0.509497,0.0006985205,0.005688691,0.00005947767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985431,0.0001026671,0.0001768909,0.00001753888,0.00002074942,0.00004348085,0.00010711,0.000007512864,0.0009809731],"genre_scores_gemma":[0.9977419,0.00008421746,0.0001605686,0.00006618947,0.00002523021,0.000052351,0.0002346752,0.0000050394,0.001629862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320761,"threshold_uncertainty_score":0.007763743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08196656609759259,"score_gpt":0.4132380489276146,"score_spread":0.3312714828300219,"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."}}