{"id":"W4412011580","doi":"10.1111/tid.70067","title":"Longitudinal Innate and Heterologous Adaptive Immune Responses to SARS‐CoV‐2 JN.1 in Transplant Recipients With Prior Omicron Infection: Limited Neutralization but Robust CD4 <sup>+</sup> T‐Cell Activity","year":2025,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Immunology; Immune system; Heterologous; Antibody; Medicine; Immunosuppression; Acquired immune system; Neutralizing antibody; Innate immune system; T cell; Flow cytometry; Neutralization; Immunity; Population; CD8; Virology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001247499,0.0003412263,0.0003113876,0.0002871249,0.0003887673,0.0004647629,0.0002265611,0.0003820547,0.0009806495],"category_scores_gemma":[0.001068218,0.0002229631,0.0003014251,0.0001970631,0.0002446115,0.0004874588,0.0004216183,0.0007656468,0.0003028405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307151,"about_ca_system_score_gemma":0.0003100688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096288,"about_ca_topic_score_gemma":0.001138786,"domain_scores_codex":[0.999723,0.00007199024,0.00002135784,0.00006542139,0.00003489274,0.00008333025],"domain_scores_gemma":[0.999036,0.000125003,0.0003326723,0.00007951118,0.0001227884,0.0003040888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004275536,0.001015056,0.9728909,0.00003084464,0.00005133114,0.0002446127,0.0003990552,0.00008757641,0.01576318,0.00002046237,0.0001318415,0.005089597],"study_design_scores_gemma":[0.00005237876,0.008495444,0.9875587,0.00001107389,0.00006418939,0.0005651436,0.0004298065,0.0002719102,0.002228532,0.00002263682,0.0002908229,0.000009425736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997894,0.0000386695,0.0000353042,0.000006776984,0.00000173613,0.000007270933,0.00004010659,0.000001612319,0.00007902462],"genre_scores_gemma":[0.9995769,0.00003077949,0.00006309761,0.00002042578,0.000005168028,0.00001584983,0.0001483881,0.000001071788,0.000138366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247499,"threshold_uncertainty_score":0.006597459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970022398706987,"score_gpt":0.2936293999632536,"score_spread":0.2639291759761837,"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."}}