{"id":"W2978429862","doi":"10.1093/annonc/mdz268.056","title":"Genomic characterisation of locally advanced pancreatic adenocarcinoma","year":2019,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; McGill University Health Centre; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; FOLFIRINOX; KRAS; Internal medicine; Adenocarcinoma; Oncology; Pancreatic cancer; Univariate analysis; Gastroenterology; Multivariate analysis; Cancer; Colorectal cancer; Irinotecan","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":[0.0002557095,0.0001926857,0.0003953307,0.001348948,0.0002786166,0.0009185746,0.0002383748,0.0004209194,0.00290774],"category_scores_gemma":[0.00123982,0.000130646,0.0002955497,0.001089514,0.0002354012,0.0002602909,0.0005013384,0.0004423308,0.000540025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003242729,"about_ca_system_score_gemma":0.0002202673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859815,"about_ca_topic_score_gemma":0.00263471,"domain_scores_codex":[0.9996924,0.0000402342,0.00002658898,0.0001125385,0.00007290352,0.00005524728],"domain_scores_gemma":[0.9995725,0.0001328749,0.000112465,0.00005757165,0.00006858928,0.00005598367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001472139,0.00006932516,0.6153637,0.0004195199,0.0003446862,0.0025054,0.0008715602,0.002388682,0.2675494,0.001237005,0.002609197,0.1051694],"study_design_scores_gemma":[0.00003313919,0.0003545347,0.9477084,0.00008654167,0.0003706785,0.005997306,0.00105316,0.002927816,0.02270464,0.001940139,0.01679904,0.00002460449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849487,0.00349295,0.002370595,0.0006384423,0.00004088995,0.0000332149,0.003996694,0.000106851,0.004371732],"genre_scores_gemma":[0.9947136,0.0006930229,0.001220987,0.0001747719,0.00002922146,0.00001795517,0.00206319,0.00002678471,0.001060505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00290774,"threshold_uncertainty_score":0.009727418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06932381197297606,"score_gpt":0.3910588097768536,"score_spread":0.3217349978038775,"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."}}