{"id":"W4405618394","doi":"10.1158/1055-9965.epi-24-1154","title":"Plasma <i>n</i> -3 Polyunsaturated Fatty Acid Levels and Colorectal Cancer Risk in the UK Biobank: Evidence of Nonlinearity, as Well as Tumor Site- and Sex-Specificity","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Royal College of Surgeons of England; National Institute for Health and Care Research","keywords":"Polyunsaturated fatty acid; Biobank; Colorectal cancer; Medicine; Biomarker; Internal medicine; Oncology; Physiology; Cancer; Endocrinology; Fatty acid; Bioinformatics; Biology; Biochemistry","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":[0.01362432,0.0002948297,0.0006918002,0.001479796,0.0003984432,0.001143629,0.001010573,0.0008619307,0.002181184],"category_scores_gemma":[0.03747452,0.0005452218,0.001076182,0.00386906,0.00105257,0.0008290135,0.001794149,0.0007213373,0.0004594287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009954505,"about_ca_system_score_gemma":0.0008576539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04244336,"about_ca_topic_score_gemma":0.02590178,"domain_scores_codex":[0.9894785,0.005616262,0.001272286,0.001929985,0.001320772,0.00038221],"domain_scores_gemma":[0.934123,0.02361262,0.02813786,0.009174506,0.004053323,0.0008986795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004527392,0.000008137287,0.9960327,0.00008150005,0.000435809,0.00004645571,0.0001794783,0.0001993605,0.0002216899,0.00006868905,0.0002888094,0.001984772],"study_design_scores_gemma":[0.00002455199,0.00005473753,0.9981724,0.00004325288,0.0001496732,0.0001500635,0.00005331281,0.0005747202,0.00009769278,0.0001082572,0.00056,0.00001133976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868978,0.004098604,0.002715758,0.0006674685,0.00002876443,0.0000383304,0.004484237,0.00005149034,0.001017479],"genre_scores_gemma":[0.996338,0.0004292478,0.0008215031,0.0001579089,0.0000134675,0.00003567895,0.001930225,0.00001659939,0.0002573222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04244336,"threshold_uncertainty_score":0.08439261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06711457180235919,"score_gpt":0.4002041290937765,"score_spread":0.3330895572914173,"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."}}