{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004706652,0.0007838436,0.0006220808,0.001621805,0.0007873354,0.001264648,0.0007642388,0.0006029598,0.001101984],"category_scores_gemma":[0.007555485,0.0006813233,0.001146476,0.002416937,0.0008589468,0.001163139,0.001118001,0.001451537,0.0004248559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005140934,"about_ca_system_score_gemma":0.0007422129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009897568,"about_ca_topic_score_gemma":0.01239939,"domain_scores_codex":[0.9973889,0.001475805,0.0002187311,0.0003284771,0.0003315741,0.0002564543],"domain_scores_gemma":[0.9943756,0.001294182,0.002369551,0.0005133316,0.0007611634,0.0006862133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008748838,0.00006395027,0.999006,0.00001619554,0.00006488651,0.00003212329,0.0001074749,0.00001806441,0.00003331752,0.000007122635,0.0000305854,0.0005328658],"study_design_scores_gemma":[0.00001866271,0.0003389051,0.9986731,0.00003148496,0.00007605462,0.0001485367,0.0005011331,0.00005773518,0.00003035625,0.000006322886,0.0001134642,0.000004279837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998745,0.0003955624,0.0001219944,0.00004033762,0.000006666377,0.00003409374,0.000343879,0.000002240104,0.0003102144],"genre_scores_gemma":[0.9988278,0.0003056462,0.0003686389,0.0000377444,0.000007956648,0.00005404028,0.0003340719,0.000002675457,0.00006141949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009897568,"threshold_uncertainty_score":0.02489144,"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."}}