{"id":"W1833582423","doi":"10.6092/1590-8577/2990","title":"Advances in Pancreatic Cancer: The Role of Metabolomics","year":2015,"lang":"en","type":"article","venue":"Università degli Studi di Napoli Federico II","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Metabolomics; Pancreatic cancer; Medicine; Omics; Cancer; Bioinformatics; Clinical Practice; Computational biology; Internal medicine; Biology","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":[0.0003094227,0.0001556361,0.0006466289,0.000170196,0.0001933427,0.000006111594,0.0002294199,0.00008682359,0.00005519663],"category_scores_gemma":[0.0001868318,0.0001091485,0.00008139209,0.0005497739,0.0003167852,0.0001373604,0.0002190979,0.0002313367,0.00001106062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043476,"about_ca_system_score_gemma":0.000591506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559133,"about_ca_topic_score_gemma":0.0004743185,"domain_scores_codex":[0.9986838,0.0001182899,0.0002436329,0.0002195415,0.0003639225,0.0003708262],"domain_scores_gemma":[0.9990121,0.0001919509,0.000123027,0.0002839128,0.0002170361,0.0001720081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007246895,0.0004035443,0.9745732,0.00003869361,0.0002422916,0.00004977177,0.005071822,0.00004564254,0.0005168578,0.004438771,0.0007109669,0.01318378],"study_design_scores_gemma":[0.01887966,0.003395178,0.4732429,0.0004817115,0.00244058,0.0001033588,0.1643881,0.0053272,0.004075314,0.003629767,0.3232687,0.0007675798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861475,0.0207789,0.00005355714,0.0009857608,0.00008578547,0.0004779939,0.00001183566,0.00002454434,0.09143411],"genre_scores_gemma":[0.9902081,0.007429039,0.0002944892,0.0001142643,0.00007722645,0.00001805604,0.000005384489,0.00001283595,0.001840578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5013303,"threshold_uncertainty_score":0.4450946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729422717955762,"score_gpt":0.3162549865408178,"score_spread":0.2889607593612602,"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."}}