{"id":"W2560051574","doi":"10.1200/jco.2012.30.4_suppl.21","title":"Metabolomic signature of esophageal cancer.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metabolomics; Esophageal cancer; Medicine; Metabolome; Urinary system; Cancer; Malignancy; Internal medicine; Urine; Oncology; Metabolite; Bioinformatics; Biology","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":[0.0001850009,0.0003251363,0.0003360899,0.0009581769,0.0001686362,0.0003654965,0.0001176827,0.0003397543,0.0008495564],"category_scores_gemma":[0.0004188334,0.00008201101,0.0002590905,0.001007346,0.0001569931,0.000127408,0.0002370602,0.0002088275,0.0002506251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857512,"about_ca_system_score_gemma":0.000195124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009778105,"about_ca_topic_score_gemma":0.001202759,"domain_scores_codex":[0.9998984,0.00001665493,0.000009739929,0.00003183595,0.00002862987,0.00001465392],"domain_scores_gemma":[0.9998241,0.00003395124,0.00006422809,0.00001128515,0.0000391322,0.0000273916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00221621,0.0001446493,0.23928,0.0004922528,0.00024059,0.000890457,0.000127505,0.0009572374,0.7163186,0.0001526467,0.0004993472,0.0386805],"study_design_scores_gemma":[0.00002223235,0.0009330612,0.866602,0.00003155563,0.0002245801,0.003783019,0.0001711028,0.005285161,0.1204441,0.0002779419,0.002198402,0.00002685421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990676,0.002368826,0.003452637,0.0001039327,0.00001773462,0.00005330125,0.002396161,0.0000825668,0.0008487303],"genre_scores_gemma":[0.9939122,0.000551642,0.003489777,0.00005559333,0.000009980338,0.00002626587,0.001599614,0.000009498471,0.0003455378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009778105,"threshold_uncertainty_score":0.002842009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06797155818574838,"score_gpt":0.4416063494846418,"score_spread":0.3736347912988934,"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."}}