{"id":"W2995905315","doi":"10.1158/1538-7445.panca19-b57","title":"Abstract B57: Early-onset pancreatic ductal adenocarcinomas are characterized by a distinct mutational landscape","year":2019,"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":"Ontario Institute for Cancer Research; Canada's Michael Smith Genome Sciences Centre; Pancreas Centre (Canada); Spinal Cord Injury BC","funders":"","keywords":"Pancreatic cancer; FOLFIRINOX; KRAS; Oncology; Medicine; Internal medicine; Cancer; Transcriptome; Survival analysis; Pancreatic ductal adenocarcinoma; Adenocarcinoma; Biology; Gene; Gene expression; Oxaliplatin; Colorectal cancer; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008019033,0.0002301716,0.000537248,0.001100664,0.0005774515,0.001269819,0.0003642524,0.0003785197,0.00539729],"category_scores_gemma":[0.001840082,0.0001717611,0.0006314935,0.001840023,0.0003854996,0.0003023098,0.0008689375,0.0005391509,0.00103863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510227,"about_ca_system_score_gemma":0.0005595317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189012,"about_ca_topic_score_gemma":0.005032368,"domain_scores_codex":[0.9993271,0.00007280116,0.00005884243,0.0003416829,0.0001271391,0.0000725201],"domain_scores_gemma":[0.9991128,0.0002834016,0.0002614687,0.0001138176,0.0001105676,0.00011805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002112759,0.0001123528,0.8041537,0.001029476,0.0009791336,0.0009425122,0.0005577145,0.002767792,0.1262668,0.001653684,0.009869486,0.0495545],"study_design_scores_gemma":[0.0001047389,0.0001794818,0.9622225,0.0001782583,0.0006662018,0.002081154,0.0003866157,0.003467368,0.009207294,0.002661268,0.01881532,0.00002994993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583774,0.001893402,0.003943501,0.0002590337,0.00002464553,0.00004200638,0.03150042,0.0001531218,0.003806547],"genre_scores_gemma":[0.9619054,0.0005969488,0.002649883,0.0002575594,0.00002746464,0.00006980992,0.03350346,0.000116637,0.0008727148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00539729,"threshold_uncertainty_score":0.01805574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05723868573112222,"score_gpt":0.3901042826300636,"score_spread":0.3328655968989414,"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."}}