{"id":"W4382786647","doi":"10.3390/nu15132974","title":"Performance of Body Fat Percentage, Fat Mass Index and Body Mass Index for Detecting Cardiometabolic Outcomes in Brazilian Adults","year":2023,"lang":"en","type":"article","venue":"Nutrients","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Associação Brasileira de Saúde Coletiva; European Commission; Universidade Federal do Maranhão; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; International Development Research Centre; Wellcome Trust; World Health Organization","keywords":"Body mass index; Medicine; Glycated hemoglobin; Body fat percentage; Anthropometry; Obesity; Internal medicine; Cholesterol; Classification of obesity; High-density lipoprotein; Blood pressure; Endocrinology; Diabetes mellitus; Fat mass; Type 2 diabetes","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004564332,0.0005678905,0.0005489358,0.001772328,0.0002900568,0.0007644974,0.0005284764,0.0005409383,0.000554677],"category_scores_gemma":[0.01223148,0.0004254376,0.000836659,0.000912445,0.0004073096,0.0003832742,0.00077082,0.0003327603,0.0002713514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072624,"about_ca_system_score_gemma":0.0004793159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522999,"about_ca_topic_score_gemma":0.02015349,"domain_scores_codex":[0.9980795,0.0007621618,0.0003570134,0.0002735931,0.0003766443,0.0001509397],"domain_scores_gemma":[0.9968291,0.000920065,0.001025597,0.0002525095,0.0007686048,0.0002040801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006225407,0.00003236047,0.9939327,0.00003865502,0.00007741012,0.00002807239,0.0002213743,0.00006374084,0.0002308929,0.00003703383,0.00007140786,0.005204214],"study_design_scores_gemma":[0.000009240261,0.0001414153,0.9974431,0.00005954527,0.00009674317,0.0002052834,0.0003288777,0.0009305098,0.000163182,0.0000565061,0.0005580898,0.000007412086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939817,0.002183302,0.0007794134,0.0001858267,0.0000235512,0.00005987251,0.0003872711,0.00001694412,0.002382148],"genre_scores_gemma":[0.9978176,0.0006102942,0.001016539,0.00005039044,0.00001317518,0.00004008268,0.000298082,0.000003233826,0.0001504691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522999,"threshold_uncertainty_score":0.03028268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296911950646834,"score_gpt":0.2825369013595846,"score_spread":0.2695677818531163,"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."}}