{"id":"W4404635574","doi":"10.1016/j.canlet.2024.217327","title":"Local ablation disrupts immune evasion in pancreatic cancer","year":2024,"lang":"en","type":"article","venue":"Cancer Letters","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreatic cancer; Immune system; Evasion (ethics); Ablation; Cancer; Cancer research; Pancreas; Immunology; Biology; Medicine; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484265,0.0001569286,0.0002373942,0.0001694681,0.00003590192,0.00003342018,0.00006223024,0.00007172019,0.0007577234],"category_scores_gemma":[0.000005873444,0.000129859,0.0001173465,0.0004558908,0.000104343,0.0001321109,0.00001452708,0.0002106805,0.00003326322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008876962,"about_ca_system_score_gemma":0.0001764873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860487,"about_ca_topic_score_gemma":0.0003433968,"domain_scores_codex":[0.9989145,0.00002870563,0.0002753506,0.0003005224,0.0002151666,0.0002657247],"domain_scores_gemma":[0.9996593,0.0000404126,0.00003512319,0.000191508,0.00001872512,0.00005491148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001498581,0.00003852116,0.02092936,0.0006766752,0.0002903199,0.0002288886,0.001270758,0.0004797834,0.6636395,0.00003356839,0.01349388,0.2974202],"study_design_scores_gemma":[0.006624524,0.000258589,0.7020897,0.009853038,0.0005219163,0.00009010739,0.0003491155,0.01363166,0.05891785,0.00007777587,0.2066936,0.0008920839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304411,0.0424351,0.001716284,0.02309651,0.001340484,0.0004189663,0.0000172244,0.0001110418,0.0004232618],"genre_scores_gemma":[0.9902561,0.003265153,0.00005534416,0.005218722,0.0003098317,0.000211253,0.0000234842,0.00003538076,0.000624722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6811604,"threshold_uncertainty_score":0.829654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599945257544297,"score_gpt":0.3028483277664044,"score_spread":0.2868488751909615,"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."}}