{"id":"W4402499648","doi":"10.1111/dom.15924","title":"The impact of overweight and obesity on health outcomes in the United States from 1990 to 2021","year":2024,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre","funders":"","keywords":"Medicine; Overweight; Obesity; Body mass index; Demography; Public health; Gerontology; Psychological intervention; Environmental health","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":[0.001176429,0.0002824625,0.000212691,0.001008544,0.0002148019,0.0006256686,0.0002423601,0.0003799724,0.0009847465],"category_scores_gemma":[0.002372912,0.0001032825,0.0006167831,0.001216708,0.0002112155,0.0005478421,0.0008638013,0.0007234742,0.0001722424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009526164,"about_ca_system_score_gemma":0.001132664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04106591,"about_ca_topic_score_gemma":0.05254238,"domain_scores_codex":[0.9995654,0.0001160519,0.00004309359,0.00005187645,0.000122524,0.0001010361],"domain_scores_gemma":[0.9990922,0.00009318336,0.0004496358,0.0000283919,0.0001857305,0.0001509715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054384,0.00006710432,0.9782552,0.0001292355,0.0002246557,0.00005791151,0.00008166988,0.0006778815,0.0001344383,0.0002096953,0.00263577,0.01742106],"study_design_scores_gemma":[0.000004813284,0.00005929055,0.9977787,0.0000918719,0.00006844074,0.00006371821,0.0001057194,0.0003013441,0.00004072,0.0001042173,0.001377609,0.000003517829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446186,0.02109642,0.0005739717,0.007205764,0.000319925,0.00005792117,0.01980581,0.00004984345,0.006271807],"genre_scores_gemma":[0.987556,0.004320662,0.0002637896,0.0006414597,0.000100558,0.00003386339,0.00665576,0.000004304007,0.0004235383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04106591,"threshold_uncertainty_score":0.08165371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124994803366306,"score_gpt":0.2921156501536233,"score_spread":0.2796161698169927,"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."}}