{"id":"W4309108390","doi":"10.1158/1538-7445.panca22-a054","title":"Abstract A054: Activating transcription factor 3 promotes KRAS-mediated pancreatic ductal adenocarcinoma","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Pancreatic cancer; Cancer research; KRAS; ATF3; Stromal cell; Pancreatic Intraepithelial Neoplasia; Biology; Medicine; Pathology; Adenocarcinoma; Cancer; Internal medicine; Gene expression; Pancreatic ductal adenocarcinoma; Gene","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":[0.0002148246,0.0004110056,0.0003877812,0.000464119,0.0003495671,0.0005322929,0.0003334908,0.0005562429,0.007110547],"category_scores_gemma":[0.0001281187,0.0002192164,0.0006422171,0.0003399759,0.00043987,0.0002825005,0.0004480715,0.001460289,0.002125471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395848,"about_ca_system_score_gemma":0.0004389611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008292055,"about_ca_topic_score_gemma":0.0009700949,"domain_scores_codex":[0.9996274,0.00004319629,0.00004168469,0.00009318029,0.00009747216,0.00009710142],"domain_scores_gemma":[0.9997348,0.00002277204,0.00008155115,0.00002544251,0.00002206063,0.0001133493],"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":[0.0007547557,0.0001546448,0.001139594,0.0001658227,0.00001624456,0.0002221228,0.00003737554,0.00008263532,0.9944101,0.0001893046,0.0005963433,0.002231059],"study_design_scores_gemma":[0.0001387379,0.001492642,0.0199941,0.00005320911,0.00008224301,0.001591959,0.0003541697,0.001345285,0.9591829,0.0003035124,0.01543848,0.00002278285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792672,0.002434894,0.005271157,0.0007841693,0.0002861427,0.0001301107,0.006112061,0.0008427958,0.004871408],"genre_scores_gemma":[0.9840266,0.001361515,0.001897472,0.0002639873,0.00003158718,0.0001381308,0.002886917,0.00009412212,0.00929966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007110547,"threshold_uncertainty_score":0.02378714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404849230540635,"score_gpt":0.422392519735828,"score_spread":0.2819075966817645,"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."}}