{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003800917,0.00009993825,0.0002166089,0.00005983886,0.000171624,0.00006454736,0.00004565507,0.00004381521,0.00009545897],"category_scores_gemma":[0.0002427261,0.00008440109,0.00005885589,0.0002617448,0.00009718261,0.0001727397,0.00003158021,0.0001407834,0.00001964764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008543049,"about_ca_system_score_gemma":0.00008181405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006534377,"about_ca_topic_score_gemma":0.0001952341,"domain_scores_codex":[0.9988037,0.000065937,0.0001903026,0.0002768076,0.0004808388,0.0001824325],"domain_scores_gemma":[0.9991668,0.0001718763,0.0001461182,0.0001443831,0.0002887971,0.00008201991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166227,0.00002973888,0.9973477,0.00004114664,0.00007469106,0.00002683967,0.00008457868,0.0001252498,0.001581168,0.00003084726,0.0004587196,0.0000331156],"study_design_scores_gemma":[0.0004783155,0.00009033228,0.9922216,0.0001051935,0.000196351,0.00001691041,0.00001524099,0.002535273,0.004122233,0.00004813593,0.00009230265,0.00007811769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977629,0.0001389674,0.0004253897,0.001379138,0.0000755727,0.00007168233,0.00002663893,0.00005903074,0.0000607253],"genre_scores_gemma":[0.9975356,0.000174676,0.0003995605,0.00004412837,0.0002789473,0.000002066662,0.0000563796,0.000006878085,0.001501757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005126085,"threshold_uncertainty_score":0.3441777,"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."}}