{"id":"W4220887859","doi":"10.1158/1055-9965.epi-21-1008","title":"Large-scale Integrated Analysis of Genetics and Metabolomic Data Reveals Potential Links Between Lipids and Colorectal Cancer Risk","year":2022,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Cancer Institute","keywords":"Colorectal cancer; Metabolomics; Colonic disease; Cancer; Genome-wide association study; Genomics","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":[0.007418577,0.0009334664,0.001080795,0.001454968,0.0003410848,0.001379775,0.0005606969,0.0005212317,0.000733179],"category_scores_gemma":[0.01024099,0.0004027848,0.002435921,0.001864511,0.0005343347,0.0006501999,0.001115269,0.0008103437,0.0001156033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004662035,"about_ca_system_score_gemma":0.0008347387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023557,"about_ca_topic_score_gemma":0.005673442,"domain_scores_codex":[0.9974239,0.001669367,0.0001038786,0.0005069221,0.0002142271,0.00008165227],"domain_scores_gemma":[0.9902596,0.007348751,0.001026083,0.0009156084,0.0002539567,0.0001960803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002542609,0.0002817503,0.8811048,0.0006452618,0.03119254,0.0004141877,0.0001380008,0.02102025,0.0126205,0.0003562391,0.0006754923,0.04900841],"study_design_scores_gemma":[0.0004785534,0.001314264,0.8925242,0.0001253603,0.02131391,0.0006212899,0.0001472351,0.07179023,0.004231641,0.005199656,0.002167891,0.00008577722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632224,0.008849825,0.02491616,0.0007294195,0.00003972224,0.0000642259,0.001336188,0.0003306396,0.0005112935],"genre_scores_gemma":[0.9904122,0.001066722,0.007394983,0.0001219029,0.00003443074,0.00003445567,0.0008145769,0.00002432953,0.0000964122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007418577,"threshold_uncertainty_score":0.03923362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303335091340707,"score_gpt":0.3375327016084426,"score_spread":0.3071991924743719,"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."}}