{"id":"W4392162005","doi":"10.3390/obesities4010001","title":"Impact of Intensive Lifestyle Intervention on Remission of Metabolic Syndrome, Prediabetes, Diabetes, and Hypertension in Adults Living with Obesity","year":2024,"lang":"en","type":"article","venue":"Obesities","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Prediabetes; Medicine; Metabolic syndrome; Diabetes mellitus; Obesity; Lifestyle modification; Intervention (counseling); Intensive care medicine; Physical therapy; Internal medicine; Gerontology; Endocrinology; Type 2 diabetes; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772575,0.0002260882,0.0008514884,0.0004248139,0.00002655581,0.00001993797,0.00006056136,0.0001177728,0.00003116206],"category_scores_gemma":[0.0004424852,0.0001593515,0.0003282873,0.0003123386,0.000141537,0.0001806258,0.00006496371,0.0002371105,0.000003832251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005105172,"about_ca_system_score_gemma":0.00008315781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220437,"about_ca_topic_score_gemma":0.00008894868,"domain_scores_codex":[0.9985695,0.0001221967,0.0003720363,0.0003348502,0.0003450139,0.0002563763],"domain_scores_gemma":[0.9989747,0.0001915215,0.0001006856,0.0003216779,0.0003049818,0.000106478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004767516,0.001021257,0.8437181,0.00772548,0.001957245,0.0002673588,0.003368507,0.0000768929,0.002706068,0.0001268525,0.0004821223,0.1380734],"study_design_scores_gemma":[0.0009590713,0.002224402,0.9669905,0.02244886,0.0003394086,0.00006685172,0.0007545036,0.0008012402,0.005163481,0.00003757207,0.00005449726,0.0001595876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97861,0.02054321,0.00001039673,0.0000261566,0.0001101214,0.0004243308,0.00003174283,0.00004972928,0.000194274],"genre_scores_gemma":[0.9988157,0.0007256071,0.0001314448,0.00002583661,0.00006013026,0.00002067203,0.00003219571,0.0000346647,0.0001537107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379138,"threshold_uncertainty_score":0.6498165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00654411085975541,"score_gpt":0.2293460874002013,"score_spread":0.222801976540446,"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."}}