{"id":"W2790901263","doi":"10.1200/jco.2018.36.5_suppl.86","title":"Aspartyl (Asparaginyl) β-Hydroxylase AABH as a serum biomarker for colorectal cancer.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Colonoscopy; Fecal occult blood; Cancer; Internal medicine; Biomarker; Oncology; Stage (stratigraphy); Blood test; Cancer screening; Metastasis; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008166607,0.0003405298,0.0002810438,0.001017783,0.0001416113,0.0005482897,0.0002150646,0.0003651652,0.000590272],"category_scores_gemma":[0.0007722236,0.0001400209,0.0002352775,0.0007809786,0.0002624152,0.0003198125,0.000239403,0.0003946505,0.0003023158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405529,"about_ca_system_score_gemma":0.0003677909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280982,"about_ca_topic_score_gemma":0.001700149,"domain_scores_codex":[0.9996737,0.00008435542,0.00003215452,0.00004942347,0.000123633,0.00003671443],"domain_scores_gemma":[0.9995257,0.00009647664,0.0001297331,0.00002294768,0.0001575146,0.00006763953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121048,0.0002249148,0.6460572,0.000922363,0.0001945675,0.001315512,0.0001356596,0.0004243562,0.2534588,0.0003709773,0.001923161,0.09376195],"study_design_scores_gemma":[0.00005867511,0.002475659,0.7611337,0.0001537073,0.0005034003,0.01232278,0.0003173129,0.005687036,0.1997595,0.0005635145,0.01697993,0.00004469696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114842,0.07516322,0.005492236,0.001204155,0.0003413671,0.0001456759,0.0006035336,0.0001494431,0.005416085],"genre_scores_gemma":[0.9893545,0.004866075,0.004266703,0.0001761076,0.00007549658,0.00002071874,0.0002648905,0.000004279706,0.0009712891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001280982,"threshold_uncertainty_score":0.004318953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550629596610527,"score_gpt":0.4537723496061575,"score_spread":0.3782660536400523,"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."}}