{"id":"W3213984269","doi":"10.3390/cancers13225758","title":"hENT1 Predicts Benefit from Gemcitabine in Pancreatic Cancer but Only with Low CDA mRNA","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"North West Cancer Research; National Institute for Health and Care Research; Cancer Research UK","keywords":"Gemcitabine; Cytidine deaminase; Pancreatic cancer; Medicine; Deoxycytidine; Oncology; Internal medicine; Biomarker; Immunohistochemistry; Adjuvant; Cancer; Cancer research; Biology; Immunology; Antibody","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":[0.0004602127,0.0001791463,0.0002803168,0.0002412413,0.0001564341,0.0004250134,0.00009681129,0.0003539931,0.00169881],"category_scores_gemma":[0.001021567,0.00009466262,0.0002194946,0.0001985297,0.0002059907,0.0002438173,0.0001883896,0.0004021148,0.0001948155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453421,"about_ca_system_score_gemma":0.0001147956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000352469,"about_ca_topic_score_gemma":0.0007853257,"domain_scores_codex":[0.9998759,0.00004029397,0.0000141835,0.00002776496,0.00001857229,0.00002324143],"domain_scores_gemma":[0.9993749,0.0002767881,0.0001236515,0.0000275223,0.00003519341,0.0001619737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006367065,0.00007322187,0.962356,0.00003293188,0.000087407,0.0001481788,0.00003719622,0.0006083732,0.01484047,0.00005870545,0.0002872883,0.0151032],"study_design_scores_gemma":[0.0001434486,0.001507161,0.9893355,0.00001577167,0.0001824318,0.000849211,0.0000720473,0.001958111,0.004545325,0.0002660431,0.001115947,0.000009054203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984634,0.0006074115,0.0001153309,0.00009069514,0.00000950296,0.000006041008,0.0001094093,0.000004532327,0.0005936689],"genre_scores_gemma":[0.9991421,0.0001048319,0.0001184144,0.00003773432,0.00001270583,0.000005808519,0.0003105749,0.000002342963,0.0002655267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00169881,"threshold_uncertainty_score":0.005683124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054385840645165,"score_gpt":0.3055517064197903,"score_spread":0.2850078480133386,"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."}}