{"id":"W4389232244","doi":"10.1182/blood-2023-180518","title":"Distinct Minor Neoplastic Follicular T-Cell Subsets Dictate Lymphoma Fates through Functional Specialization","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Follicular lymphoma; Biology; Cytotoxic T cell; Follicular phase; Tumor microenvironment; CD8; Immunology; Mass cytometry; Cancer research; Lymphoma; Immune system; In vitro; Phenotype; Genetics; Gene","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":[0.0002354595,0.0001619128,0.0001657986,0.000421003,0.0001769654,0.0005516793,0.0001473723,0.0001764974,0.001369148],"category_scores_gemma":[0.0003142662,0.000107271,0.0001497958,0.0003070907,0.0002324555,0.0002245268,0.0002066548,0.0001829933,0.0004602149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400482,"about_ca_system_score_gemma":0.0001571661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006117267,"about_ca_topic_score_gemma":0.0008657289,"domain_scores_codex":[0.9998405,0.00001879515,0.0000100323,0.00005921011,0.00002826485,0.00004317255],"domain_scores_gemma":[0.9998255,0.00004498287,0.00004289391,0.0000259558,0.00003552043,0.00002510582],"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":[0.0003047278,0.00001563426,0.06201407,0.00005715743,0.00001920126,0.0001085183,0.0002043664,0.000222663,0.9299465,0.0001669831,0.0001163118,0.006823891],"study_design_scores_gemma":[0.00002546495,0.0003891994,0.6094381,0.00002179061,0.00009998104,0.001529946,0.000739617,0.002823693,0.3784421,0.0005377348,0.005936396,0.00001596568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996799,0.0002386148,0.001669235,0.0000131769,0.000001459339,0.00001449098,0.0004899089,0.00004262514,0.0007315245],"genre_scores_gemma":[0.9977756,0.0001305158,0.001039596,0.00002349446,0.000003522867,0.00003088135,0.0006242758,0.00001750276,0.0003544043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001369148,"threshold_uncertainty_score":0.004580259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051289790219681,"score_gpt":0.2382683803594252,"score_spread":0.2177554824572284,"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."}}