{"id":"W4309918972","doi":"10.21203/rs.3.rs-2289279/v1","title":"A blood-based lipid profile associated with hippocampal volume and brain resting state activation observed in obese adults from the UK Biobank","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Biobank; Hippocampal formation; Resting state fMRI; Brain size; Medicine; Internal medicine; Neuroscience; Physiology; Gerontology; Psychology; Biology; Bioinformatics","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":[0.0005134054,0.000247522,0.0003485403,0.00053462,0.0003517347,0.0007899988,0.0003060703,0.0004982924,0.004265404],"category_scores_gemma":[0.004104236,0.0002470309,0.0001683757,0.001343901,0.0002021146,0.0003734491,0.0007300492,0.0003761253,0.0009642577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350236,"about_ca_system_score_gemma":0.0002791548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02587838,"about_ca_topic_score_gemma":0.02762642,"domain_scores_codex":[0.9996673,0.00007380114,0.00005673022,0.0001125741,0.00004116181,0.00004850228],"domain_scores_gemma":[0.9990467,0.0002000153,0.0002759424,0.0002100549,0.0001742567,0.00009304441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004902514,0.0001188855,0.9422707,0.0002877593,0.0004582773,0.001110563,0.005217922,0.0003151283,0.01252201,0.0007998521,0.01646372,0.01553276],"study_design_scores_gemma":[0.00003097342,0.00004500168,0.9964191,0.00002982775,0.00007134312,0.0002585892,0.0003693459,0.00005516666,0.0002608128,0.0001012853,0.002347936,0.00001065872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842691,0.0003693894,0.0003446837,0.0002504074,0.00002751744,0.00001500969,0.01353347,0.00001060478,0.00117967],"genre_scores_gemma":[0.9800091,0.0003482135,0.0005133643,0.0001754481,0.00003619448,0.00006538061,0.01573453,0.0000291562,0.003088488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02587838,"threshold_uncertainty_score":0.0514555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07021842616493958,"score_gpt":0.3456355911646486,"score_spread":0.2754171649997091,"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."}}