{"id":"W2147732842","doi":"10.1158/1055-9965.epi-15-0422","title":"The Association between Glyceraldehyde-Derived Advanced Glycation End-Products and Colorectal Cancer Risk","year":2015,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Instituto de Salud Carlos III; World Cancer Research Fund; Medical Research Council; Institut Gustave-Roussy; Deutsche Krebshilfe; Mutuelle Générale de l'Education Nationale; Associazione Italiana per la Ricerca sul Cancro; NordForsk; Hellenic Health Foundation; Stavros Niarchos Foundation; Cancerfonden; Institut National de la Santé et de la Recherche Médicale; World Health Organization; European Commission; Bundesministerium für Bildung und Forschung; Ligue Contre le Cancer; National Institute for Health and Care Research; Japan Society for the Promotion of Science; Cancer Research UK; British Heart Foundation; Wellcome Trust; Deutsches Krebsforschungszentrum","keywords":"Glycation; Colorectal cancer; Glyceraldehyde; Medicine; Oncology; Cancer; Internal medicine; Association (psychology); Cancer research; Chemistry; Biochemistry; Psychology; Receptor","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00353936,0.0002335909,0.0003009343,0.00006105706,0.0003721219,0.0000223521,0.0002460575,0.0002993346,0.00001352053],"category_scores_gemma":[0.005809973,0.0001957016,0.00007989531,0.0002461959,0.000277953,0.00003583661,0.0001535371,0.0002456975,0.00001052046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003853022,"about_ca_system_score_gemma":0.0003995189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002876585,"about_ca_topic_score_gemma":0.0005021746,"domain_scores_codex":[0.9965079,0.001450159,0.000521195,0.0007698808,0.000207198,0.0005436575],"domain_scores_gemma":[0.9977711,0.0003910452,0.0007135714,0.0003913458,0.0005497984,0.0001830907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116481,0.00003562881,0.6229336,0.00003325636,0.0009067797,3.754505e-7,0.0001119938,0.000525411,0.09751802,0.000127222,0.01298978,0.2636532],"study_design_scores_gemma":[0.00301273,0.0006909491,0.6429011,0.00006790521,0.000278407,0.000005865619,0.0002299947,0.0002763534,0.1197651,0.009926928,0.2221928,0.000651946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458835,0.03609461,0.003595221,0.0120515,0.001115992,0.0009641647,0.0000878673,0.00005164646,0.0001555472],"genre_scores_gemma":[0.9680943,0.02456876,0.002585692,0.0001907431,0.001050849,0.0006682192,0.0005648207,0.0000437861,0.002232821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2630012,"threshold_uncertainty_score":0.7980481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137136252877088,"score_gpt":0.3703073561293787,"score_spread":0.3289359936006078,"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."}}