{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006718725,0.0001621209,0.0006533412,0.0002713105,0.00008765625,0.000006099587,0.0001142812,0.00005299462,0.00009108768],"category_scores_gemma":[0.00008559612,0.0001119282,0.00007921009,0.0008636055,0.00005616846,0.00007209081,0.00005191977,0.0004063612,5.833104e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008821928,"about_ca_system_score_gemma":0.0001812467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3542885,"about_ca_topic_score_gemma":0.09181156,"domain_scores_codex":[0.9978369,0.0004436086,0.0007241651,0.0002817069,0.0004883866,0.0002252557],"domain_scores_gemma":[0.9991987,0.00008438369,0.0003115098,0.0002692974,0.00004740299,0.00008866648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005082244,0.003108778,0.9912237,0.0000732206,0.0002014583,0.000005358797,0.001883717,0.00005040264,0.000001942186,0.0000357047,0.00001294594,0.002894549],"study_design_scores_gemma":[0.008357693,0.001303772,0.9884539,0.000143704,0.00008791583,0.000005106436,0.001299892,0.00007365525,8.173184e-7,0.00003757237,0.0001277298,0.0001082724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948592,0.002096123,0.000001000932,0.0004403456,0.00009781509,0.002368767,0.00009542397,0.00001492179,0.0000264521],"genre_scores_gemma":[0.9991457,0.0002428361,0.00001418225,0.00007576209,0.000003524218,0.0003391618,0.0001425848,0.00001777019,0.00001842043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2624769,"threshold_uncertainty_score":0.9247605,"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."}}