{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005313286,0.0007889415,0.001505224,0.0003403925,0.0005034656,0.001248429,0.0005259913,0.0009894525,0.001014727],"category_scores_gemma":[0.004040351,0.0004198404,0.001939255,0.000539771,0.0005582553,0.0008018005,0.0005124838,0.002136411,0.0002329925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413547,"about_ca_system_score_gemma":0.001635352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009790438,"about_ca_topic_score_gemma":0.001565047,"domain_scores_codex":[0.9984169,0.0009421486,0.0001054531,0.0001964398,0.0001982741,0.0001407418],"domain_scores_gemma":[0.9961542,0.001000536,0.001284637,0.0002475953,0.0002426313,0.001070373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6811306,0.007173175,0.2741893,0.0002528657,0.00368701,0.0001976788,0.0001545964,0.00168155,0.003690305,0.00007266858,0.00104839,0.02672179],"study_design_scores_gemma":[0.1495105,0.171172,0.6639553,0.0000824286,0.004241942,0.0007804805,0.0001433866,0.005304562,0.001859365,0.0002601302,0.002608099,0.00008185144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979286,0.001173709,0.0001198494,0.0001503527,0.00003702742,0.0001451999,0.0001803191,0.000007644844,0.0002572664],"genre_scores_gemma":[0.9982057,0.0003464032,0.0002325931,0.0001831576,0.00006499549,0.0001782301,0.0006241981,0.000004672214,0.0001602226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005313286,"threshold_uncertainty_score":0.02809972,"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."}}