{"id":"W4414585447","doi":"10.1158/1538-7445.pancreatic25-b112","title":"Abstract B112: HMGA2 Predicts Treatment Outcome in Pancreatic Cancer","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tissue microarray; Pancreatic cancer; Biomarker; Immunohistochemistry; Cohort; Cancer; Basal (medicine); Adenocarcinoma; HMGA2","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":[0.0003507924,0.0001241916,0.0001940991,0.0003100182,0.0001842617,0.0004030385,0.0001643922,0.0002547479,0.002814525],"category_scores_gemma":[0.0009652434,0.00005790444,0.0002338746,0.0003479316,0.000136705,0.0002002822,0.0002643318,0.0003268662,0.0003370198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597929,"about_ca_system_score_gemma":0.0001198806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005622788,"about_ca_topic_score_gemma":0.0007422094,"domain_scores_codex":[0.9998801,0.00003431546,0.00001672714,0.00003075824,0.0000211582,0.00001693],"domain_scores_gemma":[0.9993963,0.0001555018,0.000206757,0.00003429303,0.00005017708,0.0001570171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006399413,0.00002389017,0.994845,0.00001241902,0.0000413348,0.00002999615,0.00001367045,0.00007794409,0.001815594,0.00001070315,0.000145476,0.002343943],"study_design_scores_gemma":[0.00001418311,0.0001588226,0.9976549,0.000005715818,0.00005160052,0.0002195137,0.00005903303,0.0005837965,0.0008965138,0.00005705908,0.0002961001,0.000002748195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983404,0.0003076439,0.000156355,0.00006199403,0.000007721511,0.000005534696,0.0006473135,0.00000716305,0.0004657729],"genre_scores_gemma":[0.9990898,0.00004630813,0.0000912689,0.00001831172,0.000009831664,0.00000513171,0.0005222653,0.000001951178,0.0002150401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002814525,"threshold_uncertainty_score":0.009415567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08193411608058984,"score_gpt":0.446879133161592,"score_spread":0.3649450170810021,"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."}}