{"id":"W4412954991","doi":"10.1111/jop.70012","title":"Inverse Regulation of <scp>TLR4</scp> and <scp>PD</scp> ‐ <scp>L1</scp> Shapes the Inflammatory Tumor Microenvironment in Oral Squamous Cell Carcinomas","year":2025,"lang":"en","type":"article","venue":"Journal of Oral Pathology and Medicine","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"European Commission; Università degli Studi di Foggia","keywords":"Tumor microenvironment; TLR4; Immunohistochemistry; Immune system; CD8; Medicine; Lymph node; Cancer research; T cell; Tissue microarray; Immunotherapy; Cancer; Pathology; Internal medicine; Immunology","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":[0.0002978968,0.0001868303,0.0001769357,0.0004016026,0.0001132243,0.0003238076,0.0001509607,0.0001611702,0.001672008],"category_scores_gemma":[0.0004619166,0.0001366534,0.0002632908,0.0001955164,0.0002662724,0.0001773742,0.0002657659,0.0003427406,0.0003181572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273125,"about_ca_system_score_gemma":0.00019728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003467997,"about_ca_topic_score_gemma":0.0003050905,"domain_scores_codex":[0.9997696,0.00006150561,0.0000166457,0.00004804409,0.00005770951,0.00004647046],"domain_scores_gemma":[0.9995015,0.00008179239,0.0002808774,0.00003136378,0.00005863852,0.00004588483],"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":[0.002213454,0.0001231271,0.337923,0.0001503915,0.0001159933,0.0004735245,0.000119345,0.000869251,0.6431026,0.0001513898,0.0002204277,0.01453746],"study_design_scores_gemma":[0.00004068199,0.0009372531,0.8927266,0.00001650073,0.0001302647,0.002406494,0.000252151,0.004252687,0.09734407,0.0001956249,0.001682848,0.00001494713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989557,0.0002525819,0.0004405802,0.00001704587,0.000001543397,0.000004901833,0.0001012156,0.000009512271,0.0002168053],"genre_scores_gemma":[0.9992492,0.00007478171,0.000300515,0.00001045515,0.000003043321,0.000009873657,0.0001284765,0.000002941415,0.0002207774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001672008,"threshold_uncertainty_score":0.005593419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212182121388619,"score_gpt":0.2487948906992649,"score_spread":0.2366730694853787,"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."}}