{"id":"W4206552099","doi":"10.1200/jco.2022.40.4_suppl.025","title":"Colorectal cancer biomarker, AABH (Aspartyl [Asparaginyl] β- hydroxylase), a companion imaging and treatment strategy.","year":2022,"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; Colonoscopy; Colorectal cancer; Fecal occult blood; Cancer; Internal medicine; Oncology; Stage (stratigraphy); Biomarker; Blood test; 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":[0.0006762085,0.0004266587,0.0003411365,0.0007774108,0.0002473977,0.0008555448,0.0003891601,0.0006276515,0.004488519],"category_scores_gemma":[0.001255789,0.0001061871,0.0003173472,0.000561801,0.0001647393,0.0006777621,0.0003165673,0.000583537,0.00174435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009994308,"about_ca_system_score_gemma":0.0009035686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376018,"about_ca_topic_score_gemma":0.006225492,"domain_scores_codex":[0.9998281,0.00004346815,0.00001838859,0.00004011315,0.00004646582,0.00002341103],"domain_scores_gemma":[0.9996544,0.00005002255,0.00009391769,0.00001446488,0.0001176344,0.0000695206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001180776,0.0003314637,0.07969484,0.001364234,0.0002752102,0.001026831,0.00005888273,0.0007405893,0.009934476,0.002279147,0.1244555,0.7786581],"study_design_scores_gemma":[0.0004865798,0.002882447,0.2971466,0.001946043,0.001079997,0.01268053,0.0003673472,0.009085658,0.02108167,0.007049982,0.6460682,0.000124888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2049716,0.5703674,0.02125241,0.07366017,0.006709148,0.001285505,0.01125014,0.001337579,0.1091661],"genre_scores_gemma":[0.7635953,0.1250911,0.03993807,0.01773119,0.004000161,0.0007643905,0.0113933,0.000096196,0.03739023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004488519,"threshold_uncertainty_score":0.0150156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06755837550060996,"score_gpt":0.4094154946986027,"score_spread":0.3418571191979928,"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."}}