{"id":"W1520573254","doi":"10.3305/nh.2015.31.6.8639","title":"Accuracy of body mass index for age to diagnose obesity in Mexican schoolchildren.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cutoff; Body mass index; Medicine; Obesity; Receiver operating characteristic; Gold standard (test); Standard deviation; Statistics; Demography; Nuclear medicine; Mathematics; Internal medicine; Physics","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":[0.004444502,0.000726822,0.0003602555,0.001714652,0.0001802867,0.0005774422,0.0004249199,0.0006507207,0.00057321],"category_scores_gemma":[0.01466483,0.0002326347,0.0003941856,0.0005304206,0.0003106777,0.0005106021,0.0003812121,0.0005163382,0.0003044272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538372,"about_ca_system_score_gemma":0.000224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003442083,"about_ca_topic_score_gemma":0.003904215,"domain_scores_codex":[0.9987171,0.0004638336,0.0001423503,0.0002663027,0.0003321043,0.00007838824],"domain_scores_gemma":[0.9958898,0.001531998,0.001355875,0.0002672025,0.0007930106,0.0001620885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001921666,0.00003779995,0.990231,0.00003755604,0.00007037421,0.00002495847,0.00008276923,0.0001290699,0.0003589948,0.00001791662,0.0002901873,0.008527365],"study_design_scores_gemma":[0.00002064623,0.0002885858,0.9952803,0.00007842797,0.0001042971,0.0002789355,0.0002203586,0.002109352,0.0007335625,0.00004800547,0.0008289185,0.000008772889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990086,0.004906196,0.001646939,0.0002374125,0.0001189824,0.0000480947,0.001085719,0.0001242501,0.001746328],"genre_scores_gemma":[0.996573,0.000558802,0.001944296,0.00006165265,0.00002796182,0.00002171601,0.0006345501,0.000007606319,0.0001706274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004444502,"threshold_uncertainty_score":0.02350503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460540238630678,"score_gpt":0.2889371318387519,"score_spread":0.2543317294524451,"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."}}