{"id":"W7084450205","doi":"","title":"Angiogenesis and Immunosuppressive Niche in Hepatocellular Carcinoma: Reshaping Vascular - Immune Axis to Potentiate antiPD - 1/PD - L1 Therapy","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Immune system; Immunotherapy; Angiogenesis; Tumor microenvironment; Hypoxia (environmental); Metastasis; Pancreatic cancer; Cancer","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":[0.0003609119,0.000353769,0.0006440578,0.0004044281,0.0002174124,0.0004286058,0.0003328618,0.0002883232,0.001323489],"category_scores_gemma":[0.0002101593,0.0002118543,0.0004141704,0.0001933506,0.0003525513,0.0004993996,0.0004199548,0.001186193,0.0002561744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975579,"about_ca_system_score_gemma":0.0005234248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003373169,"about_ca_topic_score_gemma":0.0008947017,"domain_scores_codex":[0.9998485,0.00003016484,0.00001144229,0.00002104047,0.00003163227,0.00005730743],"domain_scores_gemma":[0.9999378,0.000008218813,0.00001250502,0.000006969051,0.000008414326,0.0000260803],"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":[0.004216633,0.00334478,0.003282286,0.001806871,0.0001621171,0.001288396,0.000305849,0.002765475,0.7500556,0.003809363,0.008128796,0.2208338],"study_design_scores_gemma":[0.005857369,0.0304986,0.03003109,0.000272693,0.001264891,0.006278265,0.0004976375,0.02887392,0.762693,0.003410087,0.1301636,0.0001588803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304074,0.04807522,0.01173916,0.002137104,0.0007444603,0.0003692521,0.0001828601,0.0004707425,0.00587369],"genre_scores_gemma":[0.9871657,0.008260555,0.002030335,0.0004681248,0.0001561378,0.0001829434,0.0001868307,0.00002282783,0.001526381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001323489,"threshold_uncertainty_score":0.004427493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116122130805521,"score_gpt":0.4480652154295754,"score_spread":0.3364530023490233,"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."}}