{"id":"W4385686659","doi":"10.4049/jimmunol.210.supp.233.11","title":"Immunophenotyping of peripheral blood mononuclear cells in tuberous sclerosis complex","year":2023,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Tuberous sclerosis; Immunophenotyping; Immune system; Peripheral blood mononuclear cell; TSC1; CD8; Immunology; Inflammation; Flow cytometry; T cell; PI3K/AKT/mTOR pathway; Medicine; Biology; Pathology; In vitro; Apoptosis","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":[0.0003218993,0.0002782468,0.0002038506,0.001469763,0.0002787,0.0002774759,0.0001567825,0.0002944115,0.001756832],"category_scores_gemma":[0.0004637027,0.00008427339,0.00009606851,0.0005230767,0.0001313576,0.0001177553,0.0002360192,0.0001769073,0.0004517083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009017465,"about_ca_system_score_gemma":0.00006499574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006066357,"about_ca_topic_score_gemma":0.0005321484,"domain_scores_codex":[0.9997126,0.00006862901,0.00003845075,0.00008228533,0.00005816004,0.00003981229],"domain_scores_gemma":[0.9997676,0.00006008358,0.00004284514,0.00001327916,0.00007115035,0.00004515425],"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":[0.001810465,0.0003018004,0.4142251,0.0003383352,0.00008612433,0.004015798,0.0009518908,0.0002206141,0.5408369,0.0001990733,0.001174912,0.03583902],"study_design_scores_gemma":[0.0001052146,0.001733528,0.8869714,0.0001958108,0.0001248482,0.01903036,0.001875289,0.00211231,0.0795583,0.0004927971,0.007771384,0.00002876072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920196,0.001856343,0.002305167,0.00005965615,0.00003050733,0.0001462405,0.0009629959,0.00007071857,0.002548858],"genre_scores_gemma":[0.9945497,0.0006612671,0.002694538,0.0001508514,0.0000435743,0.0001622292,0.0006609619,0.0000127874,0.001064052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001756832,"threshold_uncertainty_score":0.005877137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06827834500627306,"score_gpt":0.2914847170514646,"score_spread":0.2232063720451916,"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."}}