{"id":"W2942505760","doi":"10.1139/apnm-2019-0070","title":"Nutrient intake and dietary quality changes within a personalized lifestyle intervention program for metabolic syndrome in primary care","year":2019,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Kingston Health Sciences Centre; Université Laval; University of Alberta; University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Metabolic syndrome; Nutrient; Primary care; Intervention (counseling); Medicine; Environmental health; Gerontology; Food science; Obesity; Internal medicine; Biology; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009793699,0.0001541576,0.0004650965,0.0002955263,0.0005458143,0.000279093,0.0002995073,0.0003733326,0.001021928],"category_scores_gemma":[0.001641335,0.0001890388,0.0004406113,0.0002774235,0.000152744,0.0001477914,0.0003887211,0.0003492208,0.000127575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006318761,"about_ca_system_score_gemma":0.0008709261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004558182,"about_ca_topic_score_gemma":0.01314949,"domain_scores_codex":[0.9992336,0.0003141286,0.00005072588,0.0001333925,0.000170597,0.00009752181],"domain_scores_gemma":[0.9995207,0.0001095918,0.0001097484,0.00004773484,0.00004343527,0.0001687982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01317879,0.04803029,0.3775353,0.000599162,0.0006916359,0.0003858405,0.00181052,0.001247058,0.008893413,0.00005501805,0.002020556,0.5455524],"study_design_scores_gemma":[0.003766297,0.02216611,0.9707043,0.00004990042,0.0002676797,0.0001697714,0.0001923501,0.001258503,0.0006997018,0.00004135328,0.0006683393,0.00001576879],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990776,0.0001308628,0.0001983714,0.00008853817,0.000009610502,0.0001394049,0.00003106859,0.00002205212,0.0003025414],"genre_scores_gemma":[0.9962338,0.0001826957,0.002688729,0.000156538,0.00003356971,0.0003016941,0.00008043714,0.000002753721,0.0003198234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004558182,"threshold_uncertainty_score":0.009063303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065112944499279,"score_gpt":0.2961840004357572,"score_spread":0.2755328709907643,"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."}}