{"id":"W4402966782","doi":"10.1007/978-1-0716-4128-6_4","title":"Method to Assess Immunosenescent CD8+ T Cells in Respiratory Viral Infections","year":2024,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute","keywords":"Respiratory system; Virology; Medicine; Immunology; Microbiology; Biology; Internal medicine","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":[0.0009916367,0.001342598,0.0005105002,0.002056071,0.0006126667,0.0006499503,0.000789779,0.001207153,0.005467218],"category_scores_gemma":[0.0006189679,0.0005854255,0.0005044941,0.0005176777,0.0004479051,0.0005447792,0.0006976673,0.001820134,0.002667865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632022,"about_ca_system_score_gemma":0.0004371971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000412482,"about_ca_topic_score_gemma":0.0007985709,"domain_scores_codex":[0.9988585,0.0003098096,0.0001151647,0.0002543117,0.0002928035,0.0001694839],"domain_scores_gemma":[0.9995555,0.0001292125,0.00005202585,0.00007280024,0.0001248248,0.00006549944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003103463,0.0001356611,0.001301552,0.0004007448,0.00002644036,0.00008552391,0.0001113044,0.0000893972,0.9809641,0.0009959369,0.0004539003,0.01512522],"study_design_scores_gemma":[0.000221433,0.0016234,0.006961696,0.0001615343,0.0002306121,0.001544523,0.0001789348,0.00420438,0.948317,0.001954048,0.03453846,0.00006401474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3325529,0.01725326,0.605652,0.0007974315,0.001957659,0.004415613,0.003055966,0.003336737,0.03097847],"genre_scores_gemma":[0.4730673,0.009023648,0.4557111,0.001197509,0.0006239234,0.012122,0.003446896,0.0004286875,0.04437901],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005467218,"threshold_uncertainty_score":0.01828963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09496303368755107,"score_gpt":0.5356135322930518,"score_spread":0.4406504986055007,"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."}}