{"id":"W2116139129","doi":"10.1086/324005","title":"Quantitative and Qualitative Assessment of Human Immunodeficiency Virus Type 1 (HIV‐1)–Specific CD4<sup>+</sup>T Cell Immunity to<i>gag</i>in HIV‐1–Infected Individuals with Differential Disease Progression: Reciprocal Interferon‐γ and Interleukin‐10 Responses","year":2001,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"ELISPOT; Biology; Flow cytometry; Virology; Immunology; Immune system; T cell; Cellular immunity; Virus; Interferon; Immunity; Group-specific antigen; Antigen; Viral replication","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":[0.0007142609,0.0002974994,0.0005396706,0.0004421934,0.0003622557,0.00005610938,0.0002521566,0.00007539509,0.0003532103],"category_scores_gemma":[0.0002631335,0.0001775297,0.00008956228,0.0003708627,0.0007623967,0.0002018364,0.0002061845,0.0005151487,0.0000232041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266173,"about_ca_system_score_gemma":0.0002595295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008136003,"about_ca_topic_score_gemma":0.00004007644,"domain_scores_codex":[0.9961072,0.002487533,0.000610125,0.0002338014,0.0001876171,0.0003737779],"domain_scores_gemma":[0.9976056,0.00118009,0.0004197762,0.0002806129,0.0003561577,0.0001578097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05868359,0.01011406,0.7637475,0.0002388443,0.001695258,0.0002793384,0.04369835,0.0001930671,0.1147832,0.0005374373,0.001729595,0.004299848],"study_design_scores_gemma":[0.01201642,0.02817092,0.9307373,0.001241236,0.0006357088,0.0003399098,0.01955835,0.00002673821,0.005538135,0.0005168475,0.0006571073,0.0005613174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927444,0.005824655,0.0002532868,0.0001509166,0.00005505109,0.0005179601,0.0002519746,0.00001982977,0.0001819288],"genre_scores_gemma":[0.9985511,0.001029987,0.00006260044,0.00001855857,0.00001571353,0.00002762188,0.00007100268,0.00002129628,0.0002020662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669899,"threshold_uncertainty_score":0.723945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694526990195664,"score_gpt":0.3559082973779029,"score_spread":0.3289630274759463,"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."}}