{"id":"W4398166878","doi":"10.1152/physiol.2024.39.s1.1073","title":"Oncogenic GNAS drives a pyloric-type transcriptomic program in pancreatic intraepithelial papillary mucinous neoplasms","year":2024,"lang":"en","type":"article","venue":"Physiology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"GNAS complex locus; Pancreatic Intraepithelial Neoplasia; Pancreatic cancer; Biology; Intraductal papillary mucinous neoplasm; Pathology; Pancreatic ductal adenocarcinoma; Cancer research; Pancreas; Internal medicine; Medicine; Cancer; Gastroenterology; Gene; Genetics","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":[0.0001216251,0.0002065034,0.0001595493,0.0002718916,0.0001473865,0.0002844469,0.0001219942,0.0002173879,0.001290263],"category_scores_gemma":[0.0001384338,0.0001304854,0.0002734371,0.0002073045,0.0002892789,0.0000955863,0.0003069607,0.0003999437,0.0003745035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847646,"about_ca_system_score_gemma":0.0002254348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00056484,"about_ca_topic_score_gemma":0.00130507,"domain_scores_codex":[0.9998264,0.00001493614,0.00001259929,0.0000528512,0.00006058281,0.00003273981],"domain_scores_gemma":[0.9998697,0.00001964632,0.00005004316,0.00001863176,0.0000151941,0.00002681019],"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":[0.0000908854,0.000009674493,0.002157063,0.00003290314,0.000005689907,0.00009079842,0.00001773428,0.0001042081,0.9962353,0.00005603112,0.00004781803,0.001151945],"study_design_scores_gemma":[0.00002746789,0.0004159319,0.1141388,0.00002674871,0.00006068314,0.001393466,0.0001973678,0.003565869,0.8736024,0.0002145984,0.006339498,0.00001709183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950967,0.0002876098,0.002161037,0.00007645739,0.00001154041,0.00002346175,0.001309637,0.0001532744,0.0008801899],"genre_scores_gemma":[0.9935473,0.0002828992,0.002422533,0.00008569756,0.000003859353,0.00004068691,0.001945997,0.00004992254,0.001621084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001290263,"threshold_uncertainty_score":0.00431633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528302560883141,"score_gpt":0.3417319207405183,"score_spread":0.3164488951316869,"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."}}