{"id":"W2155955426","doi":"10.1136/gut.2010.225011","title":"Blood lipid and lipoprotein concentrations and colorectal cancer risk in the European Prospective Investigation into Cancer and Nutrition","year":2011,"lang":"en","type":"article","venue":"Gut","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Medical Research Council; World Cancer Research Fund; Stavros Niarchos Foundation; Bundesministerium für Bildung und Forschung; Hellenic Health Foundation; European Commission; Deutsche Krebshilfe; Cancer Research UK","keywords":"European Prospective Investigation into Cancer and Nutrition; Medicine; Colorectal cancer; Internal medicine; Prospective cohort study; Metabolic syndrome; Apolipoprotein B; Cohort; Cohort study; Cancer; Incidence (geometry); Cholesterol; Endocrinology; Obesity","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":[0.002574492,0.0005599511,0.0008265321,0.0008332835,0.0003305855,0.0007939107,0.0004505561,0.0008660639,0.0008698211],"category_scores_gemma":[0.004680578,0.0004706561,0.0007841917,0.001888946,0.0002327603,0.0003440919,0.0004258241,0.0008538122,0.0003207845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479976,"about_ca_system_score_gemma":0.0003246537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075027,"about_ca_topic_score_gemma":0.003717143,"domain_scores_codex":[0.9983845,0.0007985159,0.0001485212,0.0003229676,0.0002539839,0.00009155977],"domain_scores_gemma":[0.9971555,0.0005569196,0.001231831,0.0002853719,0.0004112876,0.0003589898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004959791,0.00004716996,0.9974461,0.00002819477,0.0003909285,0.00006118834,0.00002114338,0.00005831249,0.000251759,0.00001952478,0.0001720145,0.00100773],"study_design_scores_gemma":[0.00005392804,0.000128149,0.9986495,0.00001493347,0.0001825653,0.0002507106,0.00002400281,0.0002129885,0.00006694571,0.00002642957,0.0003851012,0.000004699044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920784,0.003903231,0.0007685867,0.0001948625,0.00006604986,0.00004507148,0.001888774,0.00002262329,0.001032473],"genre_scores_gemma":[0.9949096,0.001158002,0.0009232062,0.0001542823,0.00005735453,0.00007533161,0.002052383,0.00001190557,0.0006578428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005075027,"threshold_uncertainty_score":0.01361537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009256750187130404,"score_gpt":0.2260363373403444,"score_spread":0.216779587153214,"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."}}