{"id":"W1585504346","doi":"10.1002/cncr.25393","title":"Molecular predictors of outcome in a phase 3 study of gemcitabine and erlotinib therapy in patients with advanced pancreatic cancer","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Queen's University; University Health Network","funders":"","keywords":"KRAS; Erlotinib; Hazard ratio; Medicine; Gemcitabine; Internal medicine; Oncology; Pancreatic cancer; Gefitinib; Polysomy; Cancer; Erlotinib Hydrochloride; Fluorescence in situ hybridization; Epidermal growth factor receptor; Tyrosine-kinase inhibitor; Confidence interval; Biology; Colorectal cancer; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001725546,0.0001237934,0.000673473,0.0001747236,0.00001086454,0.000001615145,0.00006729826,0.00006557523,0.0001351984],"category_scores_gemma":[0.00008736074,0.00008602721,0.0000192728,0.0002892337,0.000146551,0.00004455776,0.00002132254,0.0002449861,1.926648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005428803,"about_ca_system_score_gemma":0.0001751345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430484,"about_ca_topic_score_gemma":0.001506954,"domain_scores_codex":[0.9988755,0.00004906377,0.000389303,0.0002114512,0.0002713212,0.0002033363],"domain_scores_gemma":[0.9993451,0.00006865214,0.0001271696,0.0002308843,0.0001451751,0.00008306383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002932234,0.002040184,0.9824722,0.00009794239,0.0001196456,0.00001384911,0.001668081,0.00001482776,0.004436606,0.000004592317,0.000003787224,0.00619599],"study_design_scores_gemma":[0.03369091,0.003936488,0.9609047,0.0001443358,0.00008006902,4.341608e-7,0.0002987846,0.00009937074,0.0007499604,0.000005214907,0.00001733966,0.00007236869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976206,0.0004995805,0.000002293588,0.00006628541,0.00005866409,0.001622219,0.00002123287,0.000005832212,0.0001032265],"genre_scores_gemma":[0.999213,0.0002046553,0.0001012657,0.00004582832,0.0000161764,0.0003506766,0.000004267142,0.00001728549,0.00004686143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03075868,"threshold_uncertainty_score":0.3508088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142060086154561,"score_gpt":0.3755056071391694,"score_spread":0.3540850062776237,"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."}}