{"id":"W2514715491","doi":"10.1038/bjc.2016.243","title":"A validated metabolomic signature for colorectal cancer: exploration of the clinical value of metabolomics","year":2016,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Alberta Cancer Foundation; University of Calgary","keywords":"Metabolomics; Colorectal cancer; Receiver operating characteristic; Medicine; Biomarker; Internal medicine; Stage (stratigraphy); Oncology; Cancer; Adenoma; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001358676,0.0006438909,0.0007216618,0.001064254,0.0001717038,0.0006531713,0.000250197,0.0005134886,0.0004648263],"category_scores_gemma":[0.002670491,0.0001174869,0.0004587629,0.0007839929,0.0003623142,0.0003103207,0.0004409977,0.0004562137,0.0002306004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460982,"about_ca_system_score_gemma":0.0005481374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007246949,"about_ca_topic_score_gemma":0.001037415,"domain_scores_codex":[0.9995548,0.0001294879,0.00003165882,0.0001404031,0.000108563,0.00003506057],"domain_scores_gemma":[0.9988539,0.000441518,0.0003010154,0.00009295701,0.0002097213,0.0001009018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003162253,0.0004642966,0.4980535,0.0005767817,0.0007246796,0.000330799,0.0001281349,0.01019694,0.3828198,0.000392407,0.0009022913,0.1022481],"study_design_scores_gemma":[0.0001830441,0.004386419,0.6222088,0.00009110358,0.001038703,0.00240375,0.0001587745,0.1345709,0.2282769,0.002656138,0.003899288,0.0001260622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973975,0.001752453,0.02181502,0.0003445649,0.0000242497,0.00009051833,0.001361868,0.0001821248,0.0004541985],"genre_scores_gemma":[0.9820899,0.0003843761,0.01606399,0.00009891572,0.00002466197,0.0000369205,0.001124476,0.00001321818,0.0001635528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001358676,"threshold_uncertainty_score":0.007185459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023198479378308,"score_gpt":0.3248935800824965,"score_spread":0.3016951007041885,"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."}}