{"id":"W4386318332","doi":"10.1093/dote/doad052.106","title":"267. IDENTIFYING CANCER-ASSOCIATED FIBROBLAST POPULATIONS DRIVING THERAPY RESISTANCE IN GASTROESOPHAGEAL ADENOCARCINOMA","year":2023,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Docetaxel; KRAS; Chemotherapy; Tumor microenvironment; Adenocarcinoma; Cancer; Cancer research; Cancer-Associated Fibroblasts; Pathology; Oncology; Internal medicine; Colorectal cancer","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":[0.0002615105,0.000219907,0.0003132256,0.0009765201,0.0003235824,0.000570646,0.0001435643,0.0002714767,0.001406201],"category_scores_gemma":[0.0004231633,0.0001337072,0.0003598896,0.0006557532,0.0001586034,0.000168483,0.0002346257,0.0002144945,0.0005122406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387549,"about_ca_system_score_gemma":0.0002691253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246793,"about_ca_topic_score_gemma":0.002399333,"domain_scores_codex":[0.999791,0.00001862809,0.00001772836,0.00008442382,0.00006174423,0.00002645281],"domain_scores_gemma":[0.9997706,0.00005452885,0.00007859967,0.00001633136,0.00005061321,0.00002938532],"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":[0.0005614907,0.0000514784,0.1184261,0.0007208501,0.0001221147,0.0004338173,0.0002181387,0.0009633318,0.8428891,0.0002095464,0.001040829,0.03436327],"study_design_scores_gemma":[0.0000418165,0.0004610622,0.7025973,0.0001593805,0.0003185681,0.003767408,0.0007633569,0.01084407,0.2603124,0.0006742023,0.02001166,0.00004868002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801911,0.00499322,0.005135997,0.0001199761,0.00003347678,0.00005461425,0.007889531,0.000186274,0.001395894],"genre_scores_gemma":[0.9795169,0.001988078,0.007175222,0.0001306286,0.00002755465,0.0001123291,0.009552562,0.00005157734,0.001445272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001406201,"threshold_uncertainty_score":0.004704177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974201508781646,"score_gpt":0.3477566259832788,"score_spread":0.2980146108954624,"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."}}