{"id":"W4413483443","doi":"10.64628/aam.3qkq674hj","title":"What and how you eat can increase the effects of GLP-1 without drugs","year":2025,"lang":"en","type":"article","venue":"","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Pharmacology; Psychology; 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":[0.0008718947,0.0006156098,0.0008102263,0.0003545589,0.0004753028,0.001028768,0.0003401962,0.001204495,0.01311804],"category_scores_gemma":[0.001572345,0.0002595512,0.0009119522,0.0002762495,0.000923028,0.001271232,0.0006411282,0.002463347,0.000946025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865034,"about_ca_system_score_gemma":0.0005033219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008146418,"about_ca_topic_score_gemma":0.001179815,"domain_scores_codex":[0.9996529,0.0001548481,0.00002965345,0.0000540679,0.00005322098,0.00005526269],"domain_scores_gemma":[0.9993454,0.0002954424,0.0000725682,0.00007277709,0.0000492588,0.0001647137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2335828,0.04846646,0.01019397,0.0125134,0.004537967,0.0006716662,0.001082093,0.0003692993,0.1990866,0.00793342,0.02010731,0.461455],"study_design_scores_gemma":[0.06116493,0.3258393,0.1344814,0.004864966,0.009924943,0.002065488,0.004181638,0.0007209938,0.220966,0.01322484,0.2222023,0.0003632485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8944545,0.05053984,0.001886353,0.01624849,0.004115647,0.0004710558,0.0009688185,0.0001539826,0.03116137],"genre_scores_gemma":[0.9288701,0.03539035,0.006385467,0.01007297,0.001280904,0.0004944205,0.0006934542,0.0001183379,0.01669402],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01311804,"threshold_uncertainty_score":0.04388416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004926636047514814,"score_gpt":0.2478409628605786,"score_spread":0.2429143268130638,"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."}}