{"id":"W3129758593","doi":"10.1111/dom.14290","title":"Obesity as a <scp>multisystem</scp> disease: Trends in obesity rates and <scp>obesity‐related</scp> complications","year":2021,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":408,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Diabetes Canada; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obesity; Prediabetes; Weight loss; Type 2 diabetes; Disease; Body mass index; Diabetes mellitus; Comorbidity; Gerontology; Intensive care medicine; Internal medicine; Endocrinology","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":[0.0006142164,0.0006505341,0.001098157,0.003263184,0.0002590031,0.001106396,0.0005994264,0.0008762234,0.004756931],"category_scores_gemma":[0.001441113,0.0001940893,0.001119185,0.003391986,0.0003146035,0.001060362,0.0006321721,0.001422347,0.001205902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007793847,"about_ca_system_score_gemma":0.001859276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003113157,"about_ca_topic_score_gemma":0.005298224,"domain_scores_codex":[0.9996705,0.00006478456,0.00005837123,0.00004613213,0.000125475,0.0000347091],"domain_scores_gemma":[0.999353,0.000338023,0.0001135093,0.00001434633,0.0001404693,0.00004062029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007999392,0.0000496857,0.0006923045,0.05658861,0.0003467237,0.0001303613,0.0001150255,0.0003129008,0.0005416163,0.004019123,0.04980166,0.8873221],"study_design_scores_gemma":[0.00002013307,0.00009064985,0.004802073,0.04581789,0.000587526,0.001619243,0.0001709065,0.0001511118,0.000209577,0.002378859,0.9441255,0.00002641634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001264411,0.9982302,0.0000515788,0.0004850451,0.000214074,0.000004443278,0.00004686818,0.000006686142,0.0008348231],"genre_scores_gemma":[0.0006249694,0.9986199,0.00009720803,0.0002216099,0.0001072418,0.000004366191,0.00004619973,0.000001472743,0.0002770256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004756931,"threshold_uncertainty_score":0.01591349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595724363166819,"score_gpt":0.3007374094411744,"score_spread":0.2747801658095063,"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."}}