{"id":"W4294862312","doi":"10.1016/j.numecd.2022.08.022","title":"Adolescent cardiometabolic risk scores: A scoping review","year":2022,"lang":"en","type":"review","venue":"Nutrition Metabolism and Cardiovascular Diseases","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; CINAHL; MEDLINE; PsycINFO; Framingham Risk Score; Population; Physical therapy; Internal medicine; Disease; Psychological intervention; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008241822,0.0009885819,0.009019697,0.0005250919,0.0004016315,0.000100536,0.0003169783,0.0002290966,0.0003045522],"category_scores_gemma":[0.0005001214,0.0008556826,0.009546719,0.00135491,0.0002052326,0.0002313465,0.0004658162,0.001008618,0.00005954837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116836,"about_ca_system_score_gemma":0.0004963126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004244126,"about_ca_topic_score_gemma":9.509762e-7,"domain_scores_codex":[0.9932,0.001945926,0.0009535744,0.001474744,0.001796462,0.0006292904],"domain_scores_gemma":[0.996579,0.0002078396,0.0004138019,0.001887935,0.0001553956,0.0007560379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009176316,0.002440194,0.00005877912,0.3960179,0.003466842,0.00009640895,0.000002623659,2.998707e-7,2.101568e-8,0.00003784152,0.0008387489,0.5970312],"study_design_scores_gemma":[0.001089819,0.00003535812,0.001141746,0.2218807,0.08056141,0.0001803271,0.00001128816,3.744249e-7,3.427157e-7,0.00004174988,0.694488,0.0005688197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003452345,0.9906106,0.00001911645,0.0000162971,0.0004599936,0.007011313,0.001468229,0.0002228107,0.0001571218],"genre_scores_gemma":[0.00006898781,0.9926791,0.00005920072,0.0002380099,0.002147955,0.003367872,0.001245198,0.0001740147,0.00001968942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6936493,"threshold_uncertainty_score":0.9993894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441428106986257,"score_gpt":0.3112796139097688,"score_spread":0.2768653328399062,"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."}}