{"id":"W4383482530","doi":"10.1002/oby.23807","title":"Association of central obesity with retinal neurodegeneration: Cross‐sectional and longitudinal evidence from two countries","year":2023,"lang":"en","type":"article","venue":"Obesity","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Key Laboratory of Ophthalmology; National Natural Science Foundation of China; Heart and Stroke Foundation of Canada","keywords":"Medicine; Obesity; Overweight; Cross-sectional study; Normal weight; Retinal; Internal medicine; Demography; Ophthalmology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002081799,0.00043693,0.0005462533,0.001522933,0.0006168819,0.0011119,0.0004769631,0.000639903,0.001534722],"category_scores_gemma":[0.003754989,0.0005781287,0.001118671,0.002759704,0.0004978426,0.0005834192,0.00124062,0.0007444297,0.0002724958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037369,"about_ca_system_score_gemma":0.0003396037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280991,"about_ca_topic_score_gemma":0.01341547,"domain_scores_codex":[0.9986455,0.0004516988,0.0001646304,0.0004520132,0.0001367834,0.0001493673],"domain_scores_gemma":[0.9952347,0.0007229755,0.002248134,0.000698857,0.0006921208,0.0004032764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088469,0.00002338114,0.9980652,0.00002186298,0.0004418224,0.0000684918,0.0001139774,0.00002591939,0.00008488809,0.00002340477,0.00008336887,0.0009387929],"study_design_scores_gemma":[0.000005678823,0.00004106361,0.9992557,0.00001920544,0.0001385806,0.0001352359,0.0001609024,0.0000374758,0.00002374545,0.00001104331,0.0001677473,0.000003614605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995745,0.002524462,0.0001926897,0.00008634267,0.00001941994,0.00001102039,0.0008741917,0.000005747251,0.0005410878],"genre_scores_gemma":[0.9979855,0.0008059614,0.0001606679,0.00006324951,0.0000148716,0.00001389002,0.000824296,0.000003788291,0.0001277436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280991,"threshold_uncertainty_score":0.02547067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286985966322934,"score_gpt":0.2968811160544416,"score_spread":0.2740112563912123,"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."}}