{"id":"W4411427043","doi":"10.1002/oby.24294","title":"Associations of dietary patterns and obesity development in school‐aged children: results from the <scp>CHILD</scp> Cohort Study","year":2025,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba; McMaster University; Impact; University of Toronto; SickKids Foundation; University of British Columbia; Hospital for Sick Children; Public Health Ontario","funders":"Canadian Institutes of Health Research; University of Alberta; University of Toronto; McMaster University","keywords":"Waist; Medicine; Refined grains; Obesity; Cohort; Demography; Circumference; Generation R; Cohort study; Population; Body mass index; Odds ratio; Odds; Gerontology; Environmental health; Whole grains; Logistic regression; Internal medicine; Biology; Food science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008852142,0.0004839199,0.0004473346,0.001094369,0.001446539,0.0009159615,0.0007848638,0.0003990429,0.001563867],"category_scores_gemma":[0.001425149,0.0003432419,0.0007901889,0.002933812,0.0003376131,0.0002365358,0.0006852327,0.0007013849,0.0002336664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004453269,"about_ca_system_score_gemma":0.007521747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9432273,"about_ca_topic_score_gemma":0.9578899,"domain_scores_codex":[0.9993593,0.00004455069,0.00004120611,0.000131753,0.0002416168,0.0001815533],"domain_scores_gemma":[0.998916,0.00004392022,0.0002029789,0.00006653135,0.0005477657,0.0002227048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005240881,0.00001464338,0.9974902,0.0000246601,0.00009553464,0.00003459016,0.0001556046,0.00002213498,0.0001089248,0.00002002654,0.0007287725,0.001252519],"study_design_scores_gemma":[0.000003716235,0.000007118103,0.9995412,0.00000700905,0.00002269159,0.00001552752,0.0001068091,0.00001915106,0.00001286927,0.000002377243,0.000259782,0.000001835988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795083,0.0007634963,0.0001514547,0.000185298,0.000016149,0.00005951701,0.01802834,0.00001628803,0.001271136],"genre_scores_gemma":[0.9870692,0.0006948333,0.0003420696,0.00007353064,0.000009647274,0.00005716369,0.01089868,0.00001019699,0.0008446832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9432273,"threshold_uncertainty_score":0.1142141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401624035889304,"score_gpt":0.2596714153611166,"score_spread":0.2456551750022236,"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."}}