{"id":"W4414465201","doi":"10.1158/2326-6074.cimm25-a008","title":"Abstract A008: Relationship between CD4+ T cells and cancer stem cells in squamous cancers of the oro-esophageal tract","year":2025,"lang":"en","type":"article","venue":"Cancer Immunology Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Q & T Research; Université de Sherbrooke","funders":"","keywords":"Cancer stem cell; CDKN2A; Tumor microenvironment; Stem cell; Flow cytometry; Cancer; Context (archaeology); Carcinogenesis; Immunotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001523548,0.0002640341,0.0002355534,0.0006444108,0.0001453971,0.0002973109,0.0001673531,0.0003350469,0.00310198],"category_scores_gemma":[0.000100596,0.0001104844,0.0002361896,0.0003065478,0.0002185448,0.0003051792,0.0001652611,0.0004652386,0.0003989976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010916,"about_ca_system_score_gemma":0.0001536339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003042644,"about_ca_topic_score_gemma":0.0002689753,"domain_scores_codex":[0.9998858,0.00002122967,0.000009076403,0.00002595006,0.00002144398,0.00003645178],"domain_scores_gemma":[0.9998996,0.00001183401,0.00002688958,0.000004402176,0.00002200668,0.0000351808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002501616,0.0003840164,0.04762062,0.0005222537,0.00009853031,0.0007319565,0.0001189564,0.0002924782,0.9260783,0.0003365762,0.0008263571,0.02048829],"study_design_scores_gemma":[0.0004078108,0.006530941,0.5591266,0.0001744153,0.0004887559,0.003538308,0.001903005,0.005746488,0.4031265,0.001782217,0.01713054,0.00004450871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9917908,0.005044266,0.0009028311,0.0001719541,0.00006519916,0.00003216113,0.0003044291,0.00003946997,0.001648931],"genre_scores_gemma":[0.9947621,0.0011748,0.0007379134,0.0001014176,0.00006781902,0.00003756153,0.0003007845,0.000005750603,0.002811885],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00310198,"threshold_uncertainty_score":0.01037717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07941855897713583,"score_gpt":0.3902459849650642,"score_spread":0.3108274259879283,"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."}}