{"id":"W4404473685","doi":"10.1017/s0029665124007559","title":"Exploring the association between sarcopenic obesity and cardiovascular risk: a summary of findings from longitudinal studies and potential mechanisms","year":2024,"lang":"en","type":"review","venue":"Proceedings of The Nutrition Society","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sarcopenic obesity; Sarcopenia; Medicine; Epidemiology; Obesity; Mechanism (biology); Observational study; Association (psychology); Insulin resistance; Comorbidity; Bioinformatics; Gerontology; Internal medicine; Psychology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001898095,0.000305004,0.001815797,0.00008323012,0.000351072,0.00005396436,0.0001689151,0.0002439404,0.000002163187],"category_scores_gemma":[0.0002005955,0.0001876816,0.001379852,0.0004313027,0.0001702658,0.0002116909,0.0003545549,0.0008871955,0.000001281437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827884,"about_ca_system_score_gemma":0.00005903252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003589988,"about_ca_topic_score_gemma":4.912885e-7,"domain_scores_codex":[0.9978679,0.00005614726,0.0007038495,0.0004509343,0.0006855515,0.0002355677],"domain_scores_gemma":[0.9985414,0.0002524249,0.0005801455,0.0001485888,0.0004020058,0.00007546987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008664174,0.0003464833,0.02113719,0.7381932,0.02945327,0.000003437137,0.006083014,7.974284e-8,0.0002580058,0.0008472308,0.02176039,0.181831],"study_design_scores_gemma":[0.006221624,0.0004787862,0.02775014,0.3677735,0.1408741,0.0001359518,0.01281264,0.00001936549,0.002171756,0.02390121,0.4165221,0.001338824],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03092646,0.9667407,0.00001235355,0.0004767641,0.0002514019,0.001325058,0.0002088983,0.00004074776,0.00001762005],"genre_scores_gemma":[0.0106279,0.9875397,0.001046815,0.00002968788,0.000469114,0.0001883992,0.00001976834,0.00003742399,0.00004118862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3947617,"threshold_uncertainty_score":0.7653434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469442903955022,"score_gpt":0.3455646236701587,"score_spread":0.1986203332746565,"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."}}