{"id":"W3168930323","doi":"10.4049/jimmunol.2100063","title":"Defining T Cell Subsets in Human Tonsils Using ChipCytometry","year":2021,"lang":"en","type":"letter","venue":"The Journal of Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Laidlaw Foundation; Cancer Research UK; Wellcome Trust","keywords":"Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004375319,0.0004228766,0.0003752157,0.0008402747,0.0003391099,0.0007014311,0.0003696659,0.0004594274,0.001502485],"category_scores_gemma":[0.0004651825,0.0002192737,0.0002794397,0.0004533964,0.0003161948,0.0002264955,0.0004255741,0.0005175758,0.0006042842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413154,"about_ca_system_score_gemma":0.0001951046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074739,"about_ca_topic_score_gemma":0.002264033,"domain_scores_codex":[0.9995332,0.00006583866,0.00003437979,0.0001693941,0.0001286357,0.00006854814],"domain_scores_gemma":[0.9996837,0.000106957,0.00003200444,0.00004765975,0.0001000504,0.00002949799],"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":[0.0001321581,0.00002925619,0.003659267,0.000132961,0.00002634919,0.00004380939,0.0001255745,0.0006391961,0.9843268,0.0002562442,0.0003361935,0.01029226],"study_design_scores_gemma":[0.00002456063,0.0003395198,0.04433714,0.00005451326,0.00009467136,0.0005240986,0.0003440957,0.03593632,0.9084024,0.0006289448,0.009241109,0.00007250209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7027215,0.003701217,0.2817774,0.0002004045,0.0001605159,0.0006496814,0.004719458,0.001251792,0.004818049],"genre_scores_gemma":[0.8469599,0.0009957113,0.1457224,0.0003355209,0.00004583224,0.0008684322,0.002555372,0.0001451798,0.002371671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001502485,"threshold_uncertainty_score":0.005026281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105685706524502,"score_gpt":0.2528630862986993,"score_spread":0.2318062292334543,"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."}}