{"id":"W2013042823","doi":"10.1158/1538-7445.am2011-5104","title":"Abstract 5104: Serum metabolomic profiles acquired by gas chromatography-mass spectrometry (GC-MS) distinguish patients with pancreatic adenocarcinoma from those with benign pancreatic disease","year":2011,"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":"University of Calgary","funders":"","keywords":"Medicine; Pancreatitis; Gastroenterology; Adenocarcinoma; Internal medicine; Pancreas; Pancreatic cancer; Pancreatic disease; Pancreatic mass; Pathology; Cancer","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":[0.0002948753,0.0003612143,0.0003151126,0.0006877961,0.0002160685,0.0005019908,0.0001401674,0.0002583798,0.003056792],"category_scores_gemma":[0.0009225625,0.00009463608,0.0002308197,0.0006730414,0.0001880363,0.0002162725,0.0002491313,0.0002216363,0.0005152785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197745,"about_ca_system_score_gemma":0.0002259313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004976134,"about_ca_topic_score_gemma":0.0006185056,"domain_scores_codex":[0.9998153,0.00003073308,0.0000311388,0.00004880513,0.00004927186,0.00002484172],"domain_scores_gemma":[0.9996895,0.00008566907,0.0001022083,0.00001763285,0.00005562406,0.00004932588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001794767,0.00008810107,0.9389248,0.000093616,0.0001057453,0.0003844583,0.00005772335,0.0001862531,0.04026499,0.00004214597,0.0004864646,0.01757084],"study_design_scores_gemma":[0.00004121527,0.0005515444,0.9824415,0.00002040969,0.00008451068,0.002836821,0.0001444496,0.001567741,0.01118277,0.0001125695,0.001008797,0.000007672351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959006,0.0006803732,0.0012085,0.00008662778,0.00001551467,0.00002162832,0.001204995,0.00004934594,0.0008325186],"genre_scores_gemma":[0.9970349,0.000162024,0.001398386,0.00004371319,0.00001159158,0.00001659688,0.001030826,0.00000733801,0.0002946219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003056792,"threshold_uncertainty_score":0.01022601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756764028301436,"score_gpt":0.331408136078493,"score_spread":0.2838404957954787,"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."}}