{"id":"W4410893328","doi":"10.1002/oby.24336","title":"Nutritional priorities to support <scp>GLP</scp>‐1 therapy for obesity: A joint Advisory from the American College of Lifestyle Medicine, the American Society for Nutrition, the Obesity Medicine Association, and The Obesity Society","year":2025,"lang":"en","type":"article","venue":"Obesity","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Asian Studies Association","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Weight loss; Psychological intervention; Obesity; Lifestyle medicine; Gerontology; Physical therapy; Family medicine; Psychiatry; Internal medicine","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":[0.05645032,0.00153978,0.001944978,0.002980262,0.003848564,0.009685846,0.004895391,0.02451421,0.009216003],"category_scores_gemma":[0.07631483,0.001022133,0.003215529,0.002349947,0.002776965,0.006352425,0.006993529,0.03585862,0.005871559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006993397,"about_ca_system_score_gemma":0.06250209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008434908,"about_ca_topic_score_gemma":0.01748894,"domain_scores_codex":[0.973332,0.0100377,0.00404073,0.001311168,0.009061111,0.002217164],"domain_scores_gemma":[0.8550978,0.03320347,0.006781616,0.00199601,0.07976761,0.02315345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007801646,0.00013482,0.0003975665,0.001159778,0.00004459146,0.000113311,0.000234886,0.0001413889,0.0004219128,0.001791935,0.9258239,0.0696579],"study_design_scores_gemma":[0.0001337163,0.0000885533,0.0009272579,0.004331751,0.0001223455,0.0001327904,0.000473836,0.0003012186,0.0002287363,0.00300373,0.9902022,0.00005390139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004290231,0.02148105,0.00137291,0.9043289,0.06462191,0.0003753733,0.0001617583,0.000116103,0.007113059],"genre_scores_gemma":[0.01219195,0.09267556,0.0246219,0.7223752,0.114697,0.001067702,0.001363561,0.0002937863,0.03071339],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05645032,"threshold_uncertainty_score":0.2985414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537609037230581,"score_gpt":0.2697637707156683,"score_spread":0.2543876803433625,"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."}}