{"id":"W4293475078","doi":"10.1089/met.2022.0056","title":"Impact of Lifestyle Modification on Quality of Life in Patients with Metabolic Syndrome: Findings from the CHANGE Program Intervention Study in Prince Edward Island, Canada","year":2022,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Medicine; Waist; Anthropometry; Physical therapy; Quality of life (healthcare); Metabolic equivalent; Physical fitness; Metabolic syndrome; Gerontology; Blood pressure; Test (biology); Body mass index; Obesity; Physical activity; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007790382,0.0003173436,0.0006061338,0.0003865341,0.001679862,0.0005484892,0.0005262493,0.0003896217,0.0008767571],"category_scores_gemma":[0.001348844,0.0002131884,0.0006168605,0.001254219,0.0003751699,0.00018873,0.0005668103,0.0007573402,0.0001001142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009247156,"about_ca_system_score_gemma":0.01551929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96077,"about_ca_topic_score_gemma":0.9766378,"domain_scores_codex":[0.9992394,0.0001247832,0.00003478279,0.00006607819,0.0002447953,0.000290182],"domain_scores_gemma":[0.9989085,0.00006330221,0.0001162679,0.0000249854,0.0004146706,0.0004723376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00195798,0.001600414,0.9668028,0.0001413437,0.0002928898,0.0001842394,0.001048965,0.0001377854,0.0004695382,0.00005650712,0.001969903,0.02533752],"study_design_scores_gemma":[0.0001202209,0.0001510672,0.9990059,0.00001697322,0.00003965029,0.00001090871,0.0002695796,0.00007400631,0.00002008714,0.000003110367,0.0002839759,0.000004507699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968053,0.0007299827,0.00005058003,0.0004136476,0.00001744735,0.0001767279,0.0008020076,0.000004847259,0.0009994118],"genre_scores_gemma":[0.9964199,0.0007105992,0.0002286337,0.0003154595,0.00001586438,0.00013667,0.001206546,0.000003540834,0.0009627322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03922999,"threshold_uncertainty_score":0.07892197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382632780300524,"score_gpt":0.3183245032088993,"score_spread":0.294498175405894,"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."}}