{"id":"W2136626725","doi":"10.1128/cdli.11.5.977-982.2004","title":"Antigen-Specific Gene Expression Profiles of Peripheral Blood Mononuclear Cells Do Not Reflect Those of T-Lymphocyte Subsets","year":2004,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Biology; Peripheral blood mononuclear cell; Immune system; Antigen; Immunology; Gene expression profiling; Population; CD8; Microarray; Gene expression; Microarray analysis techniques; Lymphocyte; Gene; Medicine; Genetics; In vitro","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":[0.0002800734,0.0001909602,0.0004035292,0.0003331158,0.000174523,0.0005815998,0.0001386232,0.0003710563,0.001019972],"category_scores_gemma":[0.000663801,0.0001257648,0.0001763505,0.0005339366,0.0002613154,0.0002941593,0.0001353063,0.0004159051,0.000722385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105136,"about_ca_system_score_gemma":0.0001578833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982916,"about_ca_topic_score_gemma":0.0005093055,"domain_scores_codex":[0.9995555,0.0000854418,0.00003108763,0.0001593908,0.0001218043,0.00004678432],"domain_scores_gemma":[0.999674,0.0001249326,0.0000550178,0.00004885793,0.0000628829,0.00003422681],"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":[0.0001781136,0.00002603101,0.008458064,0.00008500092,0.00002863204,0.00002595823,0.00005636932,0.00007003069,0.9823892,0.00006505889,0.00007717893,0.008540473],"study_design_scores_gemma":[0.00003745365,0.00108931,0.4034312,0.00004823682,0.0002020206,0.001285729,0.0004944502,0.002264265,0.5819521,0.0012715,0.007899465,0.00002434907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854629,0.002045172,0.009103903,0.0001227945,0.0000439444,0.00003983961,0.001456613,0.00005028376,0.001674527],"genre_scores_gemma":[0.982887,0.001687411,0.01064153,0.0002722778,0.00004994108,0.000245503,0.001947732,0.00003713883,0.002231458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001019972,"threshold_uncertainty_score":0.003412187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058942439307282,"score_gpt":0.2919849901529022,"score_spread":0.2613955657598294,"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."}}