{"id":"W4323364368","doi":"10.3389/fnut.2023.1108360","title":"Extended and replicated white matter changes in obesity: Voxel-based and region of interest meta-analyses of diffusion tensor imaging studies","year":2023,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Diffusion MRI; Voxel; White matter; Diffusion; Meta-analysis; Psychology; Computer science; Cognitive psychology; Medicine; Physics; Artificial intelligence; Magnetic resonance imaging; Internal medicine; Radiology","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":[0.03948347,0.002695758,0.006082372,0.004869155,0.0008779467,0.003419912,0.002217504,0.001598854,0.002431261],"category_scores_gemma":[0.06074876,0.001320054,0.03208093,0.005405498,0.001036119,0.001544955,0.002071214,0.001993275,0.0002184888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112886,"about_ca_system_score_gemma":0.001975341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005903198,"about_ca_topic_score_gemma":0.009162204,"domain_scores_codex":[0.9705899,0.01965485,0.003505474,0.004033853,0.00159572,0.0006202652],"domain_scores_gemma":[0.9579461,0.03018899,0.004293656,0.005084096,0.002077652,0.0004095533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002622566,0.00003811639,0.06776182,0.01216156,0.9024841,0.0002961316,0.000200596,0.00193933,0.001259669,0.000551347,0.0006302156,0.01005453],"study_design_scores_gemma":[0.0007949358,0.00035387,0.05579747,0.001896981,0.9337332,0.0003080149,0.0001053977,0.002400043,0.0006232202,0.002280571,0.001659548,0.00004668458],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2489716,0.6874882,0.052641,0.002216498,0.001055222,0.0008078837,0.00458975,0.0005777523,0.001652073],"genre_scores_gemma":[0.9491332,0.02994996,0.01762336,0.0004746642,0.0002531074,0.0007280313,0.001365524,0.0001650144,0.0003071844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03948347,"threshold_uncertainty_score":0.208811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2617820086621642,"score_gpt":0.409704120920407,"score_spread":0.1479221122582428,"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."}}