{"id":"W4415449934","doi":"10.1210/jendso/bvaf149.1062","title":"SAT-530 Differences In Perspectives Of Weight Management Among People In The US And Canada With T2D By BMI And Sex","year":2025,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eli Lilly (Canada)","funders":"","keywords":"Weight management; Obesity; Weight loss; Census; Population; Type 2 diabetes; Body mass index","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007363071,0.00008181363,0.0002464832,0.00003263872,0.000322079,0.000009244396,0.000188718,0.00002970307,0.00002262466],"category_scores_gemma":[0.00004762847,0.00004087425,0.00003417141,0.0001866583,0.00008811893,0.0001206808,0.0001078404,0.0007632812,8.064195e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394741,"about_ca_system_score_gemma":0.0003160307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1913426,"about_ca_topic_score_gemma":0.6813094,"domain_scores_codex":[0.9986544,0.0004671886,0.000346424,0.00009083001,0.0002359402,0.0002052017],"domain_scores_gemma":[0.9987189,0.0007170642,0.000370887,0.0001099908,0.00004851302,0.00003468058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003159829,0.00007014161,0.9650558,0.0004211814,0.00005758421,0.000005897924,0.01748374,0.000002140118,0.000004329184,0.0002930024,0.01646083,0.0001137269],"study_design_scores_gemma":[0.0008832915,0.00004003306,0.8334206,0.0003703938,0.00003663,0.000005030868,0.1609728,0.00002787085,0.000005542246,0.000184829,0.004017971,0.00003500924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738589,0.0018135,0.000005164634,0.02261673,0.0001121059,0.0003018589,0.000005015118,0.000001364787,0.001285359],"genre_scores_gemma":[0.9935866,0.004078588,0.0001174221,0.001006952,0.00003815934,0.000008075443,2.041043e-7,0.000003228094,0.001160752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4899668,"threshold_uncertainty_score":0.8140423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034844597732419,"score_gpt":0.3297212257237454,"score_spread":0.3193727797464212,"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."}}