{"id":"W4200349209","doi":"10.21203/rs.3.rs-1097039/v1","title":"Interactions Between Folate Intake and Genetic Predictors of Gene Expression Levels Associated with Colorectal Cancer Risk","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Memorial University of Newfoundland","funders":"National Cancer Institute; Ontario Ministry of Research and Innovation; Cancer Council Victoria; Génome Québec; Centers for Disease Control and Prevention; Damon Runyon Cancer Research Foundation; Canadian Institutes of Health Research; National Health and Medical Research Council; American Cancer Society; Johns Hopkins University; McGill University; Division of Cancer Prevention, National Cancer Institute; Canadian Cancer Society Research Institute; U.S. Department of Health and Human Services; National Institutes of Health; Ministerio de Economía y Competitividad","keywords":"Colorectal cancer; Gene; Gene expression; Oncology; Genetics; Biology; Cancer; Medicine; Bioinformatics; Internal medicine; Physiology; Endocrinology","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":[0.006713316,0.0008626127,0.001695217,0.001986879,0.000501783,0.001622478,0.0009320523,0.0009218099,0.003204479],"category_scores_gemma":[0.01480849,0.0006063198,0.005661522,0.003141736,0.0006001262,0.0005940401,0.0009501184,0.001046297,0.0001787583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004833224,"about_ca_system_score_gemma":0.0005614828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005968782,"about_ca_topic_score_gemma":0.004762714,"domain_scores_codex":[0.991675,0.004354409,0.0007113361,0.002069069,0.000739038,0.0004512344],"domain_scores_gemma":[0.9790673,0.01575782,0.002286814,0.001801559,0.000715603,0.0003709811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002876436,0.00005436509,0.8836641,0.0008869927,0.09238516,0.0003282051,0.000111638,0.00339346,0.004900955,0.0004239605,0.000454096,0.0105206],"study_design_scores_gemma":[0.0001930908,0.0005842396,0.9208244,0.0002320553,0.06236248,0.0004260679,0.0001337282,0.009196351,0.002160633,0.002154284,0.001689895,0.00004280715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399208,0.03921389,0.01395632,0.0011209,0.0002094945,0.00006020743,0.003713755,0.0002471892,0.001557376],"genre_scores_gemma":[0.9964008,0.001062866,0.001514523,0.0001209665,0.00005036172,0.00003850324,0.0004534879,0.00003058078,0.000327817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006713316,"threshold_uncertainty_score":0.0355038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07406502306094206,"score_gpt":0.4021739508014149,"score_spread":0.3281089277404728,"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."}}