{"id":"W1993495968","doi":"10.1097/mpa.0000000000000258","title":"Clinical Significance of GNAS Mutation in Intraductal Papillary Mucinous Neoplasm of the Pancreas With Concomitant Pancreatic Ductal Adenocarcinoma","year":2014,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"GNAS complex locus; Intraductal papillary mucinous neoplasm; Medicine; Pancreas; Internal medicine; Gastroenterology; Adenocarcinoma; Pathology; Oncology; Cancer; Biology; 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":[0.0004586258,0.000321156,0.0002680603,0.0008715309,0.0002982927,0.0004657193,0.0002834671,0.0004150949,0.001028666],"category_scores_gemma":[0.0027861,0.0002220866,0.000173916,0.0006805141,0.0006734041,0.0004138987,0.0004490222,0.0003174343,0.0001839434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634005,"about_ca_system_score_gemma":0.0002925902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000512986,"about_ca_topic_score_gemma":0.0008339997,"domain_scores_codex":[0.9996272,0.00007711093,0.00006754481,0.0001029458,0.00007643938,0.00004876013],"domain_scores_gemma":[0.9987234,0.0003892962,0.0004853656,0.00007890898,0.0001068922,0.00021601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419649,0.00001204038,0.9908677,0.00001706184,0.00001897533,0.004007233,0.00003040279,0.00004616346,0.002892313,0.00001483306,0.00003554701,0.001915662],"study_design_scores_gemma":[0.00002142477,0.0001782916,0.9405988,0.00001261519,0.00006277754,0.05609488,0.0002124012,0.0004468256,0.001975184,0.00006332266,0.0003262011,0.000007425963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993415,0.0002943444,0.0001016115,0.00002048839,0.000002758846,0.000002913022,0.0000291334,0.000004507235,0.0002028016],"genre_scores_gemma":[0.9997024,0.00007449169,0.000140776,0.000009991002,0.000005918113,0.000001648773,0.0000402091,0.000001065274,0.00002340775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001028666,"threshold_uncertainty_score":0.003441215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182566992058219,"score_gpt":0.3044566005043837,"score_spread":0.2826309305838015,"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."}}