{"id":"W3158929441","doi":"10.3389/fonc.2021.674492","title":"Altered T Follicular Helper Cell Subsets and Function in Chronic Lymphocytic Leukemia","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Manitoba Health; Research Institute in Oncology and Hematology; University of Manitoba","funders":"Canadian Institutes of Health Research; Leukemia and Lymphoma Society of Canada; CancerCare Manitoba Foundation; Research Manitoba; Leukemia and Lymphoma Society","keywords":"Chronic lymphocytic leukemia; T cell; clone (Java method); CD40; Immunology; Bone marrow; Biology; Immunophenotyping; Cancer research; Leukemia; Cytotoxic T cell; Flow cytometry; Immune system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000455735,0.0002145394,0.0006797521,0.0003857181,0.00004408351,0.00001797439,0.000114656,0.000429106,0.0001849459],"category_scores_gemma":[0.0001774409,0.0002177844,0.00008185028,0.0006155671,0.0002003591,0.00009749185,0.0001528474,0.000455113,0.00005258405],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2235003,"about_ca_system_score_gemma":0.05439168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008812423,"about_ca_topic_score_gemma":0.0009409696,"domain_scores_codex":[0.9976725,0.0002535104,0.0004518793,0.0006247385,0.0003004282,0.0006969747],"domain_scores_gemma":[0.999064,0.0001349768,0.00007118503,0.0004414752,0.00008163855,0.0002067189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01240462,0.001379069,0.1537035,0.005342555,0.0009935934,0.05464324,0.006760592,0.01300388,0.1467037,0.0006790349,0.3085429,0.2958434],"study_design_scores_gemma":[0.2038371,0.003589924,0.03349512,0.0006324045,0.0003401975,0.003226761,0.00298508,0.4670496,0.03027968,0.002027762,0.2515023,0.00103412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750665,0.01655331,0.0008434966,0.000328609,0.001306691,0.0005255596,0.000003208552,0.00003976668,0.005332857],"genre_scores_gemma":[0.990935,0.002534052,0.002410517,0.0007220564,0.000331213,0.0001025878,0.00006397775,0.00004606016,0.002854523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4540457,"threshold_uncertainty_score":0.950969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461244491747644,"score_gpt":0.2898263679799731,"score_spread":0.2752139230624967,"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."}}