{"id":"W2417110706","doi":"10.1111/ijpo.12162","title":"Mid‐upper arm circumference as a screening tool for identifying children with obesity: a 12‐country study","year":2016,"lang":"en","type":"article","venue":"Pediatric Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Coca-Cola Foundation","keywords":"Medicine; Obesity; Anthropometry; Observational study; Body mass index; Demography; Waist; Circumference; Childhood obesity; Cross-sectional study; Pediatrics; Overweight; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006220515,0.0005375302,0.0008819446,0.0002759224,0.000417775,0.0001147094,0.0004121398,0.000184644,0.00016184],"category_scores_gemma":[0.0005099117,0.0003777672,0.0002536513,0.000603769,0.0001118237,0.0006191577,0.0003293046,0.000417339,0.000215857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006633,"about_ca_system_score_gemma":0.000250311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000363346,"about_ca_topic_score_gemma":0.0001107134,"domain_scores_codex":[0.9962727,0.0001301086,0.0004746366,0.001136614,0.00107784,0.0009080709],"domain_scores_gemma":[0.9975921,0.00050447,0.0002957069,0.000893801,0.0003048099,0.0004091168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002425292,0.01310192,0.9840469,0.0001754636,0.0002589798,0.00004083756,0.0001867077,8.195188e-7,0.000204222,0.0001215278,0.0002657606,0.00135435],"study_design_scores_gemma":[0.00525707,0.001706564,0.9891929,0.0000942128,0.001430103,0.00006236246,0.0001008531,0.00001393751,0.0006560878,0.0008599719,0.00004607663,0.0005798519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932182,0.0001210525,0.002621511,0.0002015738,0.0001847822,0.002877508,0.000082621,0.0003232559,0.0003695084],"genre_scores_gemma":[0.9958117,0.00005142966,0.001069459,0.0001801039,0.001894298,0.0001690724,0.00002672527,0.00008783907,0.0007093578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139536,"threshold_uncertainty_score":0.9998674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446995268526794,"score_gpt":0.2797731432909361,"score_spread":0.2553031906056681,"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."}}