{"id":"W4386203251","doi":"10.1007/s44197-023-00140-1","title":"Comparison of Seven Healthy Lifestyle Scores Cardiometabolic Health: Age, Sex, and Lifestyle Interactions in the NutrIMDEA Web-Based Study","year":2023,"lang":"en","type":"article","venue":"Journal of Epidemiology and Global Health","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación","keywords":"Medicine; Anthropometry; Gerontology; Quality of life (healthcare); Mediterranean diet; Demography; Cardiovascular health; SF-36; Public health; Environmental health; Health related quality of life; Disease; Internal 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":[0.00217014,0.0003425757,0.0005163331,0.001118279,0.0002569626,0.0009373044,0.0003302314,0.0004556168,0.001807474],"category_scores_gemma":[0.00465297,0.000167788,0.0008122223,0.001339136,0.0001358208,0.0005256225,0.0007945767,0.0003190819,0.0005064034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704361,"about_ca_system_score_gemma":0.0002143416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005899516,"about_ca_topic_score_gemma":0.008394159,"domain_scores_codex":[0.9988353,0.0005818288,0.0001259557,0.0001807746,0.0001935192,0.00008263885],"domain_scores_gemma":[0.9981443,0.0006839465,0.0004424663,0.00014538,0.0003327588,0.0002510483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005459482,0.0001488661,0.9950819,0.00003805191,0.0002669761,0.00003396853,0.0001605376,0.00003813889,0.00008505162,0.00001609407,0.0002606103,0.003323936],"study_design_scores_gemma":[0.00001878401,0.0001010823,0.999003,0.00001156731,0.00006341485,0.00003900409,0.0002182893,0.0001565062,0.00002221979,0.00001520548,0.0003470454,0.000003946199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963421,0.000228649,0.000167843,0.00004193018,0.00001279784,0.00003588018,0.002453971,0.000008878766,0.0007078651],"genre_scores_gemma":[0.9959792,0.00009983859,0.0002624471,0.00004056407,0.00001226807,0.0001263307,0.003033185,0.000006174212,0.0004400704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005899516,"threshold_uncertainty_score":0.01173037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08799884392043512,"score_gpt":0.4672562035909597,"score_spread":0.3792573596705245,"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."}}